Duckietown Challenges Home Challenges Submissions

Evaluator 346

ID346
evaluatoridsc-rudolf-20233
ownerAndrea Censi 🇨🇭
machineidsc-rudolf
processidsc-rudolf-20233
versionDC:3.1.56;DCR:3.2.14;DTS:3.0.30
first heard
last heard
statusinactive
# evaluating
# success84 9704
# timeout
# failed12 9772
# error5 10229
# aborted3 9720
# host-error
arm
x86_64
Mac
gpu available
Number of processors
Processor frequency (MHz)
Free % of processors
RAM total (MB)
RAM free (MB)
Disk (MB)
Disk available (MB)
Docker Hub
P1
P2
Cloud simulations
PI Camera
# Duckiebots
Map 3x3 avaiable
Number of duckies
gpu cores
AIDO 2 Map LF public
AIDO 2 Map LF private
AIDO 2 Map LFV public
AIDO 2 Map LFV private
AIDO 2 Map LFVI public
AIDO 2 Map LFVI private
AIDO 3 Map LF public
AIDO 3 Map LF private
AIDO 3 Map LFV public
AIDO 3 Map LFV private
AIDO 3 Map LFVI public
AIDO 3 Map LFVI private
AIDO 5 Map large loop
ETU track
for 2021, map is ETH_small_inter
IPFS mountpoint /ipfs available
IPNS mountpoint /ipns available

Evaluator jobs

Job IDsubmissionuseruser labelchallengestepstatusup to dateevaluatordate starteddate completeddurationmessage
10658149Julian ZillyBaseline solution using imitation learning from logsaido1_LF1_r3-v3step1-simulationerrornoidsc-rudolf-202330:00:10
Error while running [...]

Pulling solution  ... error
stderr | ERROR: for solution  manifest for julian121266/aido1_lf1_r3-v3-submission:2018_10_18_13_49_00 not found
stderr | manifest for julian121266/aido1_lf1_r3-v3-submission:2018_10_18_13_49_00 not found
stderr | 
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10609280Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step1-simulationerrornoidsc-rudolf-202330:11:00
Timeout: Waited 602 [...]
Timeout:

Waited 602.168995142 for container to finish. Giving up. 
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10590324Manfred DiazTensorflow templateaido1_LF1_r3-v3step1-simulationfailednoidsc-rudolf-202330:03:03
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 586, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 581, in wrap_solution
    solution.run(cis)
  File "solution.py", line 64, in run
    solve(params, cis)  # let's try to solve the challenge, exciting ah?
  File "solution.py", line 40, in solve
    observation, reward, done, info = env.step(action)
  File "/usr/local/lib/python2.7/dist-packages/gym/wrappers/time_limit.py", line 31, in step
    observation, reward, done, info = self.env.step(action)
  File "/notebooks/src/gym-duckietown-agent/gym_duckietown_agent/envs/simplesimagent_env.py", line 107, in step
    obs, rew, done, misc = self.sim.step(action, with_observation=True)
  File "/notebooks/src/duckietown-slimremote/duckietown_slimremote/pc/robot.py", line 55, in step
    return self._failsafe_observe(msg)
  File "/notebooks/src/duckietown-slimremote/duckietown_slimremote/pc/robot.py", line 86, in _failsafe_observe
    raise Exception(msg)
Exception: Giving up to connect to the gym duckietown server at host: evaluator


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10589346Bhairav MehtaPyTorch DDPG templateaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:01:32
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driven_lanedir_median0.34441275874318267
deviation-center-line_median0.15045304122802677
in-drivable-lane_median1.2666666666666626


other stats
deviation-center-line_max0.1827846686864784
deviation-center-line_mean0.159141829414186
deviation-center-line_min0.13015611244553738
deviation-heading_max1.2062241324987284
deviation-heading_mean0.9832142538735258
deviation-heading_median0.9603177697718543
deviation-heading_min0.7879275133374897
driven_any_max1.1497449402153628
driven_any_mean0.7676359984570185
driven_any_median0.6636274267188609
driven_any_min0.6523766532498182
driven_lanedir_max0.6027341398733572
driven_lanedir_mean0.39960831001362573
driven_lanedir_min0.327551753229508
in-drivable-lane_max2.3333333333333286
in-drivable-lane_mean1.4799999999999958
in-drivable-lane_min1.233333333333329
per-episodes
details{"ep000": {"driven_any": 1.1497449402153628, "driven_lanedir": 0.6027341398733572, "in-drivable-lane": 2.3333333333333286, "deviation-heading": 1.2062241324987284, "deviation-center-line": 0.1827846686864784}, "ep001": {"driven_any": 0.7161865028611255, "driven_lanedir": 0.3879794314986038, "in-drivable-lane": 1.233333333333329, "deviation-heading": 1.0254752217593015, "deviation-center-line": 0.18210021517772695}, "ep002": {"driven_any": 0.6636274267188609, "driven_lanedir": 0.34441275874318267, "in-drivable-lane": 1.233333333333329, "deviation-heading": 0.9361266320002553, "deviation-center-line": 0.15045304122802677}, "ep003": {"driven_any": 0.6562444692399254, "driven_lanedir": 0.33536346672347683, "in-drivable-lane": 1.3333333333333297, "deviation-heading": 0.7879275133374897, "deviation-center-line": 0.13015611244553738}, "ep004": {"driven_any": 0.6523766532498182, "driven_lanedir": 0.327551753229508, "in-drivable-lane": 1.2666666666666626, "deviation-heading": 0.9603177697718543, "deviation-center-line": 0.15021510953316056}}
No reset possible
10579346Bhairav MehtaPyTorch DDPG templateaido1_LF1_r3-v3step3-videossuccessyesidsc-rudolf-202330:01:33
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other stats
videos1
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10573346Bhairav MehtaPyTorch DDPG templateaido1_LF1_r3-v3step2-scoringsuccessyesidsc-rudolf-202330:00:22
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survival_time_median3.1999999999999984


other stats
episodes
details{"ep000": {"nsteps": 167, "reward": -6.515347850733454, "good_angle": 2.532258188954429, "survival_time": 5.566666666666657, "traveled_tiles": 2, "valid_direction": 3.199999999999992}, "ep001": {"nsteps": 103, "reward": -10.640297905523871, "good_angle": 2.650111377593275, "survival_time": 3.433333333333331, "traveled_tiles": 1, "valid_direction": 2.599999999999998}, "ep002": {"nsteps": 96, "reward": -11.343306209426371, "good_angle": 2.520034595090713, "survival_time": 3.1999999999999984, "traveled_tiles": 2, "valid_direction": 2.533333333333331}, "ep003": {"nsteps": 95, "reward": -11.461269298437248, "good_angle": 2.2344889091875815, "survival_time": 3.166666666666665, "traveled_tiles": 2, "valid_direction": 2.466666666666665}, "ep004": {"nsteps": 95, "reward": -11.476688610899606, "good_angle": 2.4523413910134386, "survival_time": 3.166666666666665, "traveled_tiles": 1, "valid_direction": 2.5999999999999988}}
good_angle_max2.650111377593275
good_angle_mean2.4778468923678876
good_angle_median2.520034595090713
good_angle_min2.2344889091875815
reward_max-6.515347850733454
reward_mean-10.287381975004111
reward_median-11.343306209426371
reward_min-11.476688610899606
survival_time_max5.566666666666657
survival_time_mean3.7066666666666626
survival_time_min3.166666666666665
traveled_tiles_max2
traveled_tiles_mean1.6
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max3.199999999999992
valid_direction_mean2.679999999999997
valid_direction_median2.599999999999998
valid_direction_min2.466666666666665
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10541352Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step1-simulationerrornoidsc-rudolf-202330:10:34
Timeout: Waited 600 [...]
Timeout:

Waited 600.142426968 for container to finish. Giving up. 
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10522372Samuel LavoieTensorflow templateaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:04:29
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driven_lanedir_median4.90146014334538
deviation-center-line_median0.7051719247045396
in-drivable-lane_median0.5666666666666647


other stats
deviation-center-line_max0.73525265652992
deviation-center-line_mean0.4934778291428813
deviation-center-line_min0.154475459914071
deviation-heading_max2.5808584629362796
deviation-heading_mean1.7025688076349863
deviation-heading_median2.280715200941565
deviation-heading_min0.4298536718342264
driven_any_max5.567882768422871
driven_any_mean3.640816551748074
driven_any_median5.501103322955828
driven_any_min0.5194813241888642
driven_lanedir_max5.140171956805595
driven_lanedir_mean3.335695621153274
driven_lanedir_min0.4894174580961612
in-drivable-lane_max1.2333333333333307
in-drivable-lane_mean0.4733333333333327
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 5.567882768422871, "driven_lanedir": 4.90146014334538, "in-drivable-lane": 1.2333333333333307, "deviation-heading": 2.543258458850417, "deviation-center-line": 0.73525265652992}, "ep001": {"driven_any": 0.5194813241888642, "driven_lanedir": 0.4894174580961612, "in-drivable-lane": 0, "deviation-heading": 0.4298536718342264, "deviation-center-line": 0.154475459914071}, "ep002": {"driven_any": 5.527212308344548, "driven_lanedir": 5.140171956805595, "in-drivable-lane": 0.5666666666666647, "deviation-heading": 2.5808584629362796, "deviation-center-line": 0.7051719247045396}, "ep003": {"driven_any": 5.501103322955828, "driven_lanedir": 5.109747883104452, "in-drivable-lane": 0.5666666666666682, "deviation-heading": 2.280715200941565, "deviation-center-line": 0.705362902111649}, "ep004": {"driven_any": 1.0884030348282592, "driven_lanedir": 1.0376806644147825, "in-drivable-lane": 0, "deviation-heading": 0.678158243612445, "deviation-center-line": 0.1671262024542268}}
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10509372Samuel LavoieTensorflow templateaido1_LF1_r3-v3step3-videossuccessyesidsc-rudolf-202330:02:24
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other stats
videos1
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10505376Bhairav MehtaPyTorch DDPG templateaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:01:43
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driven_lanedir_median0.4280543950478011
deviation-center-line_median0.1540556524964621
in-drivable-lane_median0.93333333333333


other stats
deviation-center-line_max0.18787225674002467
deviation-center-line_mean0.1593739723647617
deviation-center-line_min0.12192669787272951
deviation-heading_max1.1119128980320738
deviation-heading_mean0.8838610412414404
deviation-heading_median0.8056820534023785
deviation-heading_min0.7958656317041712
driven_any_max0.8562207404651575
driven_any_mean0.7248873456766521
driven_any_median0.7750602751110851
driven_any_min0.4098238763864952
driven_lanedir_max0.5174726183134941
driven_lanedir_mean0.410910456137211
driven_lanedir_min0.21130617128761087
in-drivable-lane_max1.1333333333333293
in-drivable-lane_mean0.946666666666664
in-drivable-lane_min0.7333333333333333
per-episodes
details{"ep000": {"driven_any": 0.4098238763864952, "driven_lanedir": 0.21130617128761087, "in-drivable-lane": 0.7333333333333333, "deviation-heading": 1.1119128980320738, "deviation-center-line": 0.12192669787272951}, "ep001": {"driven_any": 0.8562207404651575, "driven_lanedir": 0.5174726183134941, "in-drivable-lane": 0.93333333333333, "deviation-heading": 0.9002104327050835, "deviation-center-line": 0.17984865906993192}, "ep002": {"driven_any": 0.7750602751110851, "driven_lanedir": 0.4280543950478011, "in-drivable-lane": 1.1333333333333293, "deviation-heading": 0.8056341903634954, "deviation-center-line": 0.1540556524964621}, "ep003": {"driven_any": 0.8395066905636707, "driven_lanedir": 0.4893647295295982, "in-drivable-lane": 1.099999999999996, "deviation-heading": 0.7958656317041712, "deviation-center-line": 0.18787225674002467}, "ep004": {"driven_any": 0.7438251458568514, "driven_lanedir": 0.4083543665075504, "in-drivable-lane": 0.8333333333333308, "deviation-heading": 0.8056820534023785, "deviation-center-line": 0.15316659564466026}}
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10495376Bhairav MehtaPyTorch DDPG templateaido1_LF1_r3-v3step3-videossuccessyesidsc-rudolf-202330:01:10
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other stats
videos1
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10491376Bhairav MehtaPyTorch DDPG templateaido1_LF1_r3-v3step2-scoringsuccessyesidsc-rudolf-202330:00:29
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survival_time_median3.133333333333332


other stats
episodes
details{"ep000": {"nsteps": 62, "reward": -16.37156642666988, "good_angle": 0.5573693535327017, "survival_time": 2.066666666666669, "traveled_tiles": 1, "valid_direction": 1.6000000000000023}, "ep001": {"nsteps": 101, "reward": -10.236005120855378, "good_angle": 4.515142145522232, "survival_time": 3.3666666666666645, "traveled_tiles": 2, "valid_direction": 2.599999999999998}, "ep002": {"nsteps": 94, "reward": -11.342633471011798, "good_angle": 1.408967971115984, "survival_time": 3.133333333333332, "traveled_tiles": 2, "valid_direction": 2.3999999999999986}, "ep003": {"nsteps": 108, "reward": -9.876721069377338, "good_angle": 1.2605949204596965, "survival_time": 3.599999999999997, "traveled_tiles": 2, "valid_direction": 2.499999999999997}, "ep004": {"nsteps": 82, "reward": -12.908720246574376, "good_angle": 1.3840875730702031, "survival_time": 2.7333333333333334, "traveled_tiles": 2, "valid_direction": 2.166666666666667}}
good_angle_max4.515142145522232
good_angle_mean1.8252323927401632
good_angle_median1.3840875730702031
good_angle_min0.5573693535327017
reward_max-9.876721069377338
reward_mean-12.147129266897752
reward_median-11.342633471011798
reward_min-16.37156642666988
survival_time_max3.599999999999997
survival_time_mean2.9799999999999995
survival_time_min2.066666666666669
traveled_tiles_max2
traveled_tiles_mean1.8
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max2.599999999999998
valid_direction_mean2.2533333333333325
valid_direction_median2.3999999999999986
valid_direction_min1.6000000000000023
No reset possible
10476392Liam Paull 🇨🇦PyTorch templateaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:04:07
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driven_lanedir_median0.5710878225860856
deviation-center-line_median0.247384429109263
in-drivable-lane_median2.8333333333333233


other stats
deviation-center-line_max0.5035553322993236
deviation-center-line_mean0.28248656738463157
deviation-center-line_min0.14910829526168953
deviation-heading_max3.347989546936417
deviation-heading_mean1.461698882593587
deviation-heading_median0.9516191374409037
deviation-heading_min0.1658724944785747
driven_any_max1.275524314857489
driven_any_mean0.8380464569105286
driven_any_median1.1030957281125682
driven_any_min0.1913053757833091
driven_lanedir_max0.6293731629942543
driven_lanedir_mean0.4235395088966246
driven_lanedir_min0.13222156212750225
in-drivable-lane_max3.966666666666653
in-drivable-lane_mean2.206666666666659
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.3538945413067501, "driven_lanedir": 0.13222156212750225, "in-drivable-lane": 0.7333333333333333, "deviation-heading": 1.8958033720502327, "deviation-center-line": 0.1984014722048932}, "ep001": {"driven_any": 0.1913053757833091, "driven_lanedir": 0.1889002600497922, "in-drivable-lane": 0, "deviation-heading": 0.1658724944785747, "deviation-center-line": 0.14910829526168953}, "ep002": {"driven_any": 1.275524314857489, "driven_lanedir": 0.6293731629942543, "in-drivable-lane": 2.8333333333333233, "deviation-heading": 3.347989546936417, "deviation-center-line": 0.5035553322993236}, "ep003": {"driven_any": 1.266412324492526, "driven_lanedir": 0.5961147367254891, "in-drivable-lane": 3.966666666666653, "deviation-heading": 0.9516191374409037, "deviation-center-line": 0.31398330804798846}, "ep004": {"driven_any": 1.1030957281125682, "driven_lanedir": 0.5710878225860856, "in-drivable-lane": 3.4999999999999876, "deviation-heading": 0.947209862061806, "deviation-center-line": 0.247384429109263}}
No reset possible
10441397Vadim Volodin 🇷🇺Random executionaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:06:32
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driven_lanedir_median0.7199114328934264
deviation-center-line_median0.725651349029092
in-drivable-lane_median0


other stats
deviation-center-line_max1.610356179034906
deviation-center-line_mean0.8544819430793693
deviation-center-line_min0.4922185378333373
deviation-heading_max3.692636015945935
deviation-heading_mean1.2578294674226416
deviation-heading_median1.1240165941114446
deviation-heading_min0.07942104943374231
driven_any_max6.640000000000106
driven_any_mean6.640000000000073
driven_any_median6.640000000000084
driven_any_min6.640000000000005
driven_lanedir_max1.4933261824878092
driven_lanedir_mean0.6621694232890135
driven_lanedir_min0.1132059337288176
in-drivable-lane_max10
in-drivable-lane_mean2
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 6.640000000000106, "driven_lanedir": 0.1132059337288176, "in-drivable-lane": 10, "deviation-heading": 3.692636015945935, "deviation-center-line": 0.8035249675594128}, "ep001": {"driven_any": 6.640000000000089, "driven_lanedir": 0.15960164900917606, "in-drivable-lane": 0, "deviation-heading": 1.1259174092607342, "deviation-center-line": 1.610356179034906}, "ep002": {"driven_any": 6.640000000000005, "driven_lanedir": 0.7199114328934264, "in-drivable-lane": 0, "deviation-heading": 0.2671562683613517, "deviation-center-line": 0.725651349029092}, "ep003": {"driven_any": 6.640000000000079, "driven_lanedir": 1.4933261824878092, "in-drivable-lane": 0, "deviation-heading": 0.07942104943374231, "deviation-center-line": 0.6406586819400985}, "ep004": {"driven_any": 6.640000000000084, "driven_lanedir": 0.8248019183258386, "in-drivable-lane": 0, "deviation-heading": 1.1240165941114446, "deviation-center-line": 0.4922185378333373}}
No reset possible
10434397Vadim Volodin 🇷🇺Random executionaido1_LF1_r3-v3step3-videossuccessyesidsc-rudolf-202330:01:46
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other stats
videos1
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10431397Vadim Volodin 🇷🇺Random executionaido1_LF1_r3-v3step2-scoringsuccessyesidsc-rudolf-202330:00:23
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.23719835294783115, "good_angle": 1.6343590961931995, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 6.666666666666655}, "ep001": {"nsteps": 500, "reward": -0.49661089354753496, "good_angle": 0.07621382840539564, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 0}, "ep002": {"nsteps": 500, "reward": -0.182835554510355, "good_angle": 0.03030352864283182, "survival_time": 16.666666666666654, "traveled_tiles": 3, "valid_direction": 0}, "ep003": {"nsteps": 500, "reward": -0.14843576791882515, "good_angle": 0.03284738421522274, "survival_time": 16.666666666666654, "traveled_tiles": 4, "valid_direction": 0}, "ep004": {"nsteps": 500, "reward": 0.2250587911726907, "good_angle": 0.07595671165358207, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 0}}
good_angle_max1.6343590961931995
good_angle_mean0.3699361098220464
good_angle_median0.07595671165358207
good_angle_min0.03030352864283182
reward_max0.2250587911726907
reward_mean-0.1680043555503711
reward_median-0.182835554510355
reward_min-0.49661089354753496
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max4
traveled_tiles_mean2.4
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max6.666666666666655
valid_direction_mean1.333333333333331
valid_direction_median0
valid_direction_min0
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10416397Vadim Volodin 🇷🇺Random executionaido1_LF1_r3-v3step1-simulationsuccessnoidsc-rudolf-202330:03:43
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other stats
simulation-passed1
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10410405Liam Paull 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationfailednoidsc-rudolf-202330:00:54
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "./solution.py", line 89, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: error loading <rosparam> tag: 
	'param' attribute must be set for non-dictionary values
XML is <rosparam command="load" file="$(find duckietown)/config/$(arg config)/line_detector/$(arg node_name)/$(arg param_file_name).yaml"/>

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10406407Bhairav MehtaTemplate for ROS Submissionaido1_LF1_r3-v3step1-simulationerrornoidsc-rudolf-202330:00:51
The result file is n [...]
The result file is not found. This usually means that the evaluator did not finish
and some times that there was an import error.

Check the evaluator log to see what happened.
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10398414Bhairav MehtaROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:01:25
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driven_lanedir_median0.2205529708004259
deviation-center-line_median0.20924855428525296
in-drivable-lane_median0


other stats
deviation-center-line_max0.34487799786562473
deviation-center-line_mean0.22083174855656443
deviation-center-line_min0.0800814722844281
deviation-heading_max1.7837179077180825
deviation-heading_mean0.8372043824642704
deviation-heading_median0.6197318346864207
deviation-heading_min0.42335790067193135
driven_any_max0.7857491550405021
driven_any_mean0.34786611003372553
driven_any_median0.23929003915606892
driven_any_min0.07499169560682972
driven_lanedir_max0.5415140831679119
driven_lanedir_mean0.28533931934984386
driven_lanedir_min0.05759304641594776
in-drivable-lane_max1.9000000000000024
in-drivable-lane_mean0.3800000000000005
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.7857491550405021, "driven_lanedir": 0.5415140831679119, "in-drivable-lane": 1.9000000000000024, "deviation-heading": 1.7837179077180825, "deviation-center-line": 0.3332007209831216}, "ep001": {"driven_any": 0.07499169560682972, "driven_lanedir": 0.05759304641594776, "in-drivable-lane": 0, "deviation-heading": 0.42335790067193135, "deviation-center-line": 0.0800814722844281}, "ep002": {"driven_any": 0.16785351760841608, "driven_lanedir": 0.14937728494313807, "in-drivable-lane": 0, "deviation-heading": 0.5777431771900488, "deviation-center-line": 0.1367499973643948}, "ep003": {"driven_any": 0.4714461427568109, "driven_lanedir": 0.45765921142179566, "in-drivable-lane": 0, "deviation-heading": 0.7814710920548688, "deviation-center-line": 0.34487799786562473}, "ep004": {"driven_any": 0.23929003915606892, "driven_lanedir": 0.2205529708004259, "in-drivable-lane": 0, "deviation-heading": 0.6197318346864207, "deviation-center-line": 0.20924855428525296}}
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10396414Bhairav MehtaROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesidsc-rudolf-202330:01:04
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videos1
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10394414Bhairav MehtaROS-based Lane Followingaido1_LF1_r3-v3step2-scoringsuccessyesidsc-rudolf-202330:00:22
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survival_time_median2.3000000000000016


other stats
episodes
details{"ep000": {"nsteps": 222, "reward": -4.660133127033971, "good_angle": 0.8502285392942842, "survival_time": 7.399999999999984, "traveled_tiles": 2, "valid_direction": 1.2999999999999965}, "ep001": {"nsteps": 23, "reward": -44.114540605441384, "good_angle": 0.4212393664178693, "survival_time": 0.7666666666666666, "traveled_tiles": 1, "valid_direction": 0.4666666666666666}, "ep002": {"nsteps": 49, "reward": -20.87050449483249, "good_angle": 0.4357927760550582, "survival_time": 1.633333333333335, "traveled_tiles": 2, "valid_direction": 0.5666666666666682}, "ep003": {"nsteps": 134, "reward": -7.851599520711757, "good_angle": 0.31771628225877674, "survival_time": 4.466666666666661, "traveled_tiles": 2, "valid_direction": 0.466666666666665}, "ep004": {"nsteps": 69, "reward": -14.985627248235373, "good_angle": 0.4107376008939868, "survival_time": 2.3000000000000016, "traveled_tiles": 1, "valid_direction": 0.5999999999999996}}
good_angle_max0.8502285392942842
good_angle_mean0.48714291298399504
good_angle_median0.4212393664178693
good_angle_min0.31771628225877674
reward_max-4.660133127033971
reward_mean-18.496480999250995
reward_median-14.985627248235373
reward_min-44.114540605441384
survival_time_max7.399999999999984
survival_time_mean3.313333333333329
survival_time_min0.7666666666666666
traveled_tiles_max2
traveled_tiles_mean1.6
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max1.2999999999999965
valid_direction_mean0.6799999999999992
valid_direction_median0.5666666666666682
valid_direction_min0.466666666666665
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10384414Bhairav MehtaROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessnoidsc-rudolf-202330:03:25
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other stats
simulation-passed1
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10379419Siyan Zheng 🇺🇸PyTorch templateaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:02:05
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driven_lanedir_median0.5816486177399032
deviation-center-line_median0.3184216672526012
in-drivable-lane_median1.86666666666666


other stats
deviation-center-line_max0.47761847798217905
deviation-center-line_mean0.30618737544008756
deviation-center-line_min0.18684597507788617
deviation-heading_max2.4264405133259226
deviation-heading_mean1.3131713476272011
deviation-heading_median1.027451556154058
deviation-heading_min0.2724521010002521
driven_any_max1.2754770704971945
driven_any_mean0.8672986718351987
driven_any_median1.2561296570685936
driven_any_min0.1957523662720948
driven_lanedir_max0.8256650154325984
driven_lanedir_mean0.4959350461139266
driven_lanedir_min0.12382544299362296
in-drivable-lane_max4.433333333333318
in-drivable-lane_mean2.0333333333333266
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.3500541326086607, "driven_lanedir": 0.12382544299362296, "in-drivable-lane": 0.5666666666666667, "deviation-heading": 1.9094170211760753, "deviation-center-line": 0.18684597507788617}, "ep001": {"driven_any": 0.1957523662720948, "driven_lanedir": 0.191368389925922, "in-drivable-lane": 0, "deviation-heading": 0.2724521010002521, "deviation-center-line": 0.1998065872653904}, "ep002": {"driven_any": 1.2590801327294503, "driven_lanedir": 0.8256650154325984, "in-drivable-lane": 1.86666666666666, "deviation-heading": 2.4264405133259226, "deviation-center-line": 0.47761847798217905}, "ep003": {"driven_any": 1.2561296570685936, "driven_lanedir": 0.5816486177399032, "in-drivable-lane": 4.433333333333318, "deviation-heading": 0.9300955464796988, "deviation-center-line": 0.3184216672526012}, "ep004": {"driven_any": 1.2754770704971945, "driven_lanedir": 0.7571677644775863, "in-drivable-lane": 3.2999999999999883, "deviation-heading": 1.027451556154058, "deviation-center-line": 0.3482441696223807}}
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10374419Siyan Zheng 🇺🇸PyTorch templateaido1_LF1_r3-v3step3-videossuccessyesidsc-rudolf-202330:01:37
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other stats
videos1
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10371419Siyan Zheng 🇺🇸PyTorch templateaido1_LF1_r3-v3step2-scoringsuccessyesidsc-rudolf-202330:00:23
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survival_time_median7.433333333333317


other stats
episodes
details{"ep000": {"nsteps": 71, "reward": -14.315059584368704, "good_angle": 1.1689835307883991, "survival_time": 2.366666666666668, "traveled_tiles": 1, "valid_direction": 1.966666666666668}, "ep001": {"nsteps": 55, "reward": -18.75841950882565, "good_angle": 0.04824705360600227, "survival_time": 1.8333333333333357, "traveled_tiles": 1, "valid_direction": 0}, "ep002": {"nsteps": 223, "reward": -4.7677169235677965, "good_angle": 1.7555159599032089, "survival_time": 7.433333333333317, "traveled_tiles": 3, "valid_direction": 3.2999999999999883}, "ep003": {"nsteps": 231, "reward": -5.555430619418017, "good_angle": 1.008658239334986, "survival_time": 7.699999999999982, "traveled_tiles": 3, "valid_direction": 4.533333333333318}, "ep004": {"nsteps": 233, "reward": -5.332217089034409, "good_angle": 8.268024005827437, "survival_time": 7.766666666666649, "traveled_tiles": 3, "valid_direction": 3.566666666666654}}
good_angle_max8.268024005827437
good_angle_mean2.4498857578920066
good_angle_median1.1689835307883991
good_angle_min0.04824705360600227
reward_max-4.7677169235677965
reward_mean-9.745768745042914
reward_median-5.555430619418017
reward_min-18.75841950882565
survival_time_max7.766666666666649
survival_time_mean5.41999999999999
survival_time_min1.8333333333333357
traveled_tiles_max3
traveled_tiles_mean2.2
traveled_tiles_median3
traveled_tiles_min1
valid_direction_max4.533333333333318
valid_direction_mean2.673333333333326
valid_direction_median3.2999999999999883
valid_direction_min0
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10360419Siyan Zheng 🇺🇸PyTorch templateaido1_LF1_r3-v3step1-simulationsuccessnoidsc-rudolf-202330:03:33
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simulation-passed1
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10348432Bhairav MehtaTemplate for ROS Submissionaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:01:40
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driven_lanedir_median0.4334346750848357
deviation-center-line_median0.15400500238694542
in-drivable-lane_median0


other stats
deviation-center-line_max0.7452118341971528
deviation-center-line_mean0.25567461802464164
deviation-center-line_min0.09676536162184486
deviation-heading_max2.2000358913393825
deviation-heading_mean0.8538138404684702
deviation-heading_median0.6702098796313044
deviation-heading_min0.18327976402595925
driven_any_max1.621523584402733
driven_any_mean0.6925191466148384
driven_any_median0.6225263633471203
driven_any_min0.2108633079572579
driven_lanedir_max1.2169290174669167
driven_lanedir_mean0.5572604687192677
driven_lanedir_min0.2069970948132238
in-drivable-lane_max1.1333333333333293
in-drivable-lane_mean0.4333333333333325
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.6661260913294822, "driven_lanedir": 0.4334346750848357, "in-drivable-lane": 1.0333333333333332, "deviation-heading": 0.8789137892635092, "deviation-center-line": 0.15400500238694542}, "ep001": {"driven_any": 0.2108633079572579, "driven_lanedir": 0.2069970948132238, "in-drivable-lane": 0, "deviation-heading": 0.18327976402595925, "deviation-center-line": 0.11404483681850458}, "ep002": {"driven_any": 0.34155638603759836, "driven_lanedir": 0.3343055905683525, "in-drivable-lane": 0, "deviation-heading": 0.33662987808219585, "deviation-center-line": 0.1683460550987606}, "ep003": {"driven_any": 0.6225263633471203, "driven_lanedir": 0.5946359656630098, "in-drivable-lane": 0, "deviation-heading": 0.6702098796313044, "deviation-center-line": 0.09676536162184486}, "ep004": {"driven_any": 1.621523584402733, "driven_lanedir": 1.2169290174669167, "in-drivable-lane": 1.1333333333333293, "deviation-heading": 2.2000358913393825, "deviation-center-line": 0.7452118341971528}}
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10338424Mandana Samiei 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step1-simulationsuccessnoidsc-rudolf-202330:03:21
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simulation-passed1
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10319438Benjamin Ramtoula 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessnoidsc-rudolf-202330:06:21
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simulation-passed1
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10305464Orlando Marquez 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:06:31
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driven_lanedir_median3.100249689175728
deviation-center-line_median1.3449474516272864
in-drivable-lane_median1.6999999999999946


other stats
deviation-center-line_max1.3768982623538213
deviation-center-line_mean1.1562875543915694
deviation-center-line_min0.3685860053560791
deviation-heading_max11.68388141943642
deviation-heading_mean9.352449839692795
deviation-heading_median10.618271797823088
deviation-heading_min3.660740042655455
driven_any_max4.979113636122271
driven_any_mean4.852610389758444
driven_any_median4.979031772314665
driven_any_min4.346832205322924
driven_lanedir_max3.167659217109948
driven_lanedir_mean2.624352949811872
driven_lanedir_min0.676559070177116
in-drivable-lane_max10.433333333333302
in-drivable-lane_mean3.339999999999989
in-drivable-lane_min0.8666666666666638
per-episodes
details{"ep000": {"driven_any": 4.346832205322924, "driven_lanedir": 0.676559070177116, "in-drivable-lane": 10.433333333333302, "deviation-heading": 3.660740042655455, "deviation-center-line": 0.3685860053560791}, "ep001": {"driven_any": 4.979113636122251, "driven_lanedir": 3.05494506528675, "in-drivable-lane": 2.199999999999993, "deviation-heading": 9.953043798180028, "deviation-center-line": 1.3768982623538213}, "ep002": {"driven_any": 4.979031772314665, "driven_lanedir": 3.1223517073098175, "in-drivable-lane": 1.4999999999999951, "deviation-heading": 10.846312140368983, "deviation-center-line": 1.3449474516272864}, "ep003": {"driven_any": 4.978960698910106, "driven_lanedir": 3.167659217109948, "in-drivable-lane": 0.8666666666666638, "deviation-heading": 11.68388141943642, "deviation-center-line": 1.342293455826984}, "ep004": {"driven_any": 4.979113636122271, "driven_lanedir": 3.100249689175728, "in-drivable-lane": 1.6999999999999946, "deviation-heading": 10.618271797823088, "deviation-center-line": 1.3487125967936766}}
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10298454Orlando Marquez 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step2-scoringsuccessyesidsc-rudolf-202330:00:21
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.6358119174102321, "good_angle": 26.119034103876217, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 11.699999999999974}, "ep001": {"nsteps": 500, "reward": -0.3779372270097956, "good_angle": 13.49085374796333, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 12.96666666666665}, "ep002": {"nsteps": 500, "reward": -0.25285773413255813, "good_angle": 13.562961716495696, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 12.83333333333332}, "ep003": {"nsteps": 500, "reward": -0.17246611558226868, "good_angle": 13.541110901270132, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 12.966666666666653}, "ep004": {"nsteps": 500, "reward": -0.3079843127221684, "good_angle": 13.764277431711864, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 13.033333333333324}}
good_angle_max26.119034103876217
good_angle_mean16.095647580263446
good_angle_median13.562961716495696
good_angle_min13.49085374796333
reward_max-0.17246611558226868
reward_mean-0.3494114613714046
reward_median-0.3079843127221684
reward_min-0.6358119174102321
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max2
traveled_tiles_mean1.6
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max13.033333333333324
valid_direction_mean12.699999999999983
valid_direction_median12.96666666666665
valid_direction_min11.699999999999974
No reset possible
10291455Orlando Marquez 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step2-scoringsuccessyesidsc-rudolf-202330:00:20
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 341, "reward": -3.5732938650779733, "good_angle": 18.779461385468952, "survival_time": 11.366666666666635, "traveled_tiles": 1, "valid_direction": 8.133333333333313}, "ep001": {"nsteps": 500, "reward": -0.3809802600943949, "good_angle": 13.488598718146529, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 12.999999999999986}, "ep002": {"nsteps": 500, "reward": -0.2547652696329169, "good_angle": 13.563933314027404, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 12.899999999999988}, "ep003": {"nsteps": 500, "reward": -0.17246611558226868, "good_angle": 13.541110901270132, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 12.966666666666653}, "ep004": {"nsteps": 500, "reward": -0.3079843127221684, "good_angle": 13.764277431711864, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 13.033333333333324}}
good_angle_max18.779461385468952
good_angle_mean14.627476350124976
good_angle_median13.563933314027404
good_angle_min13.488598718146529
reward_max-0.17246611558226868
reward_mean-0.9378979646219444
reward_median-0.3079843127221684
reward_min-3.5732938650779733
survival_time_max16.666666666666654
survival_time_mean15.606666666666651
survival_time_min11.366666666666635
traveled_tiles_max2
traveled_tiles_mean1.6
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max13.033333333333324
valid_direction_mean12.006666666666652
valid_direction_median12.966666666666653
valid_direction_min8.133333333333313
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10287446Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationfailednoidsc-rudolf-202330:00:34
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 58, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: Env Duckietown-Lf-Lfv-Navv-Silent-v1 not found (valid versions include ['Duckietown-Lf-Lfv-Navv-Silent-v0'])

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10283460Mandana Samiei 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:01:55
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driven_lanedir_median0.3119950188815803
deviation-center-line_median0.3300132240775818
in-drivable-lane_median0


other stats
deviation-center-line_max0.3432471241979291
deviation-center-line_mean0.2677448377662665
deviation-center-line_min0.12486760834311848
deviation-heading_max1.734075718802636
deviation-heading_mean0.8300754086436053
deviation-heading_median0.6173583989729339
deviation-heading_min0.458853256807837
driven_any_max0.7893182213611447
driven_any_mean0.3885846212997114
driven_any_median0.3214386532637113
driven_any_min0.14999831032722014
driven_lanedir_max0.54929205655216
driven_lanedir_mean0.3283903185291771
driven_lanedir_min0.1280771919991086
in-drivable-lane_max1.9000000000000024
in-drivable-lane_mean0.3800000000000005
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.7893182213611447, "driven_lanedir": 0.54929205655216, "in-drivable-lane": 1.9000000000000024, "deviation-heading": 1.734075718802636, "deviation-center-line": 0.3432471241979291}, "ep001": {"driven_any": 0.3214386532637113, "driven_lanedir": 0.3119950188815803, "in-drivable-lane": 0, "deviation-heading": 0.458853256807837, "deviation-center-line": 0.3300132240775818}, "ep002": {"driven_any": 0.14999831032722014, "driven_lanedir": 0.1280771919991086, "in-drivable-lane": 0, "deviation-heading": 0.6173583989729339, "deviation-center-line": 0.12486760834311848}, "ep003": {"driven_any": 0.4428776496337229, "driven_lanedir": 0.42873952989092423, "in-drivable-lane": 0, "deviation-heading": 0.7889366049435718, "deviation-center-line": 0.3378729306975115}, "ep004": {"driven_any": 0.23929027191275784, "driven_lanedir": 0.2238477953221123, "in-drivable-lane": 0, "deviation-heading": 0.5511530636910479, "deviation-center-line": 0.20272330151519177}}
No reset possible
10278449Jonathan Plante 🇨🇦Random executionaido1_LF1_r3-v3step1-simulationfailednoidsc-rudolf-202330:00:28
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 59, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: No module named cv2

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10273451Jonathan Plante 🇨🇦Random executionaido1_LF1_r3-v3step1-simulationfailednoidsc-rudolf-202330:00:26
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 59, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: No module named cv2

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10261456Hristo Vrigazov 🇧🇬ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessnoidsc-rudolf-202330:05:17
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other stats
simulation-passed1
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10246478Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:04:17
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driven_lanedir_median0.3143855010633223
deviation-center-line_median0.14709453095890548
in-drivable-lane_median14.33333333333332


other stats
deviation-center-line_max0.21200845034771065
deviation-center-line_mean0.14287523433661112
deviation-center-line_min0.037119627124831064
deviation-heading_max1.0526965326634388
deviation-heading_mean0.7874230748765412
deviation-heading_median0.9433568496091662
deviation-heading_min0.11465716995287176
driven_any_max1.3664762914028157
driven_any_mean0.8333661767803033
driven_any_median0.7981214917420629
driven_any_min0.4433155765510844
driven_lanedir_max0.39903204712881934
driven_lanedir_mean0.2775516380863926
driven_lanedir_min0.018326597632442265
in-drivable-lane_max16.46666666666665
in-drivable-lane_mean14.45999999999997
in-drivable-lane_min13.233333333333288
per-episodes
details{"ep000": {"driven_any": 0.4433155765510844, "driven_lanedir": 0.018326597632442265, "in-drivable-lane": 16.46666666666665, "deviation-heading": 0.11465716995287176, "deviation-center-line": 0.037119627124831064}, "ep001": {"driven_any": 1.3664762914028157, "driven_lanedir": 0.39903204712881934, "in-drivable-lane": 14.33333333333332, "deviation-heading": 1.0526965326634388, "deviation-center-line": 0.21200845034771065}, "ep002": {"driven_any": 0.7082173885402527, "driven_lanedir": 0.3576641860676455, "in-drivable-lane": 13.36666666666662, "deviation-heading": 0.9433568496091662, "deviation-center-line": 0.1720680310518174}, "ep003": {"driven_any": 0.7981214917420629, "driven_lanedir": 0.2983498585397335, "in-drivable-lane": 14.899999999999984, "deviation-heading": 0.8518391764407385, "deviation-center-line": 0.14608553219979098}, "ep004": {"driven_any": 0.8507001356653012, "driven_lanedir": 0.3143855010633223, "in-drivable-lane": 13.233333333333288, "deviation-heading": 0.9745656457164904, "deviation-center-line": 0.14709453095890548}}
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10238478Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step3-videossuccessyesidsc-rudolf-202330:03:36
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videos1
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10237478Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step2-scoringsuccessyesidsc-rudolf-202330:00:24
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -3.4878504584431647, "good_angle": 69.34492930125838, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 16.53333333333332}, "ep001": {"nsteps": 500, "reward": -2.989203604423441, "good_angle": 86.77084118690016, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 16.099999999999987}, "ep002": {"nsteps": 463, "reward": -4.7653772363159606, "good_angle": 19.282750215433236, "survival_time": 15.43333333333329, "traveled_tiles": 2, "valid_direction": 14.966666666666622}, "ep003": {"nsteps": 500, "reward": -2.7780723442053423, "good_angle": 12.031034218647056, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 16.199999999999985}, "ep004": {"nsteps": 454, "reward": -4.3911374833482, "good_angle": 6.754166297777159, "survival_time": 15.13333333333329, "traveled_tiles": 2, "valid_direction": 14.666666666666623}}
good_angle_max86.77084118690016
good_angle_mean38.83674424400319
good_angle_median19.282750215433236
good_angle_min6.754166297777159
reward_max-2.7780723442053423
reward_mean-3.682328225347222
reward_median-3.4878504584431647
reward_min-4.7653772363159606
survival_time_max16.666666666666654
survival_time_mean16.11333333333331
survival_time_min15.13333333333329
traveled_tiles_max2
traveled_tiles_mean2
traveled_tiles_median2
traveled_tiles_min2
valid_direction_max16.53333333333332
valid_direction_mean15.69333333333331
valid_direction_median16.099999999999987
valid_direction_min14.666666666666623
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10229469Benjamin Ramtoula 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step1-simulationerrornoidsc-rudolf-202330:00:35
The result file is n [...]
The result file is not found. This usually means that the evaluator did not finish
and some times that there was an import error.

Check the evaluator log to see what happened.
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10210479Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationsuccessnoidsc-rudolf-202330:10:13
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simulation-passed1
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10208481Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationfailednoidsc-rudolf-202330:00:38
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 63, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: 'NoneType' object has no attribute 'action_space'

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10199493Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:01:31
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driven_lanedir_median1.1244940250770317
deviation-center-line_median0.1702985030340966
in-drivable-lane_median0.033333333333333215


other stats
deviation-center-line_max0.2291035934160819
deviation-center-line_mean0.15104091265992872
deviation-center-line_min0.07084844041760953
deviation-heading_max1.2760765640740437
deviation-heading_mean0.5466497354728592
deviation-heading_median0.35171107009370006
deviation-heading_min0.06092138286581164
driven_any_max2.1066666666666567
driven_any_mean1.1093333333333295
driven_any_median1.1599999999999824
driven_any_min0.3466666666666718
driven_lanedir_max2.066698089009994
driven_lanedir_mean0.9871748479623343
driven_lanedir_min0.14089729353622693
in-drivable-lane_max0.2666666666666657
in-drivable-lane_mean0.09999999999999978
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.3466666666666718, "driven_lanedir": 0.14089729353622693, "in-drivable-lane": 0.2, "deviation-heading": 0.7098822712947942, "deviation-center-line": 0.07084844041760953}, "ep001": {"driven_any": 0.34666666666667245, "driven_lanedir": 0.3458718774424743, "in-drivable-lane": 0, "deviation-heading": 0.06092138286581164, "deviation-center-line": 0.09897289157693905}, "ep002": {"driven_any": 1.1599999999999824, "driven_lanedir": 1.1244940250770317, "in-drivable-lane": 0, "deviation-heading": 0.35171107009370006, "deviation-center-line": 0.1702985030340966}, "ep003": {"driven_any": 2.1066666666666567, "driven_lanedir": 2.066698089009994, "in-drivable-lane": 0.033333333333333215, "deviation-heading": 0.33465738903594666, "deviation-center-line": 0.2291035934160819}, "ep004": {"driven_any": 1.5866666666666656, "driven_lanedir": 1.2579129547459444, "in-drivable-lane": 0.2666666666666657, "deviation-heading": 1.2760765640740437, "deviation-center-line": 0.1859811348549165}}
No reset possible
10197493Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step3-videossuccessyesidsc-rudolf-202330:00:48
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other stats
videos1
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10193493Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step2-scoringsuccessyesidsc-rudolf-202330:00:22
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survival_time_median2.966666666666666


other stats
episodes
details{"ep000": {"nsteps": 28, "reward": -35.95936848815264, "good_angle": 0.4523226398291993, "survival_time": 0.9333333333333332, "traveled_tiles": 1, "valid_direction": 0.7999999999999998}, "ep001": {"nsteps": 28, "reward": -36.270419410296846, "good_angle": 0.004123794322536422, "survival_time": 0.9333333333333332, "traveled_tiles": 1, "valid_direction": 0}, "ep002": {"nsteps": 89, "reward": -11.722060765275794, "good_angle": 0.3368368393753734, "survival_time": 2.966666666666666, "traveled_tiles": 3, "valid_direction": 0.7333333333333307}, "ep003": {"nsteps": 160, "reward": -6.5603199020959435, "good_angle": 0.375168348060673, "survival_time": 5.333333333333324, "traveled_tiles": 4, "valid_direction": 0.7999999999999972}, "ep004": {"nsteps": 121, "reward": -8.859963449884267, "good_angle": 7.247168345248417, "survival_time": 4.033333333333329, "traveled_tiles": 3, "valid_direction": 1.399999999999995}}
good_angle_max7.247168345248417
good_angle_mean1.68312399336724
good_angle_median0.375168348060673
good_angle_min0.004123794322536422
reward_max-6.5603199020959435
reward_mean-19.874426403141097
reward_median-11.722060765275794
reward_min-36.270419410296846
survival_time_max5.333333333333324
survival_time_mean2.839999999999997
survival_time_min0.9333333333333332
traveled_tiles_max4
traveled_tiles_mean2.4
traveled_tiles_median3
traveled_tiles_min1
valid_direction_max1.399999999999995
valid_direction_mean0.7466666666666646
valid_direction_median0.7999999999999972
valid_direction_min0
No reset possible
10178493Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step1-simulationsuccessnoidsc-rudolf-202330:01:54
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simulation-passed1
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10164513Dzenan LapandicBaseline solution using imitation learning from logsaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:03:32
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driven_lanedir_median0.36515912995221256
deviation-center-line_median0.27711992167464045
in-drivable-lane_median0


other stats
deviation-center-line_max0.3117033235146992
deviation-center-line_mean0.2623622272834181
deviation-center-line_min0.1665246338038381
deviation-heading_max2.574347252804103
deviation-heading_mean0.8892329512459147
deviation-heading_median0.4770064183773758
deviation-heading_min0.24848767262080632
driven_any_max0.6483408761308959
driven_any_mean0.40453323349081344
driven_any_median0.38822633693573416
driven_any_min0.1747027989975962
driven_lanedir_max0.6375019301596847
driven_lanedir_mean0.3542640235155541
driven_lanedir_min0.16513136021295438
in-drivable-lane_max0.7333333333333333
in-drivable-lane_mean0.14666666666666667
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.38822633693573416, "driven_lanedir": 0.16513136021295438, "in-drivable-lane": 0.7333333333333333, "deviation-heading": 2.574347252804103, "deviation-center-line": 0.27711992167464045}, "ep001": {"driven_any": 0.1747027989975962, "driven_lanedir": 0.17209583435129394, "in-drivable-lane": 0, "deviation-heading": 0.24848767262080632, "deviation-center-line": 0.1665246338038381}, "ep002": {"driven_any": 0.37269882609342025, "driven_lanedir": 0.36515912995221256, "in-drivable-lane": 0, "deviation-heading": 0.4770064183773758, "deviation-center-line": 0.26623431759254207}, "ep003": {"driven_any": 0.6483408761308959, "driven_lanedir": 0.6375019301596847, "in-drivable-lane": 0, "deviation-heading": 0.6865299431479928, "deviation-center-line": 0.2902289398313708}, "ep004": {"driven_any": 0.43869732929642086, "driven_lanedir": 0.4314318629016247, "in-drivable-lane": 0, "deviation-heading": 0.4597934692792956, "deviation-center-line": 0.3117033235146992}}
No reset possible
10154504Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step3-videossuccessyesidsc-rudolf-202330:01:46
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videos1
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10152504Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step2-scoringsuccessyesidsc-rudolf-202330:00:21
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.7117629176639021, "good_angle": 19.369427704683815, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 16.499999999999986}, "ep001": {"nsteps": 500, "reward": -2.633624941200018, "good_angle": 20.6320508259992, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 16.43333333333332}, "ep002": {"nsteps": 500, "reward": -1.9364463105853649, "good_angle": 31.10136844690375, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 16.46666666666665}, "ep003": {"nsteps": 500, "reward": -2.776590650307946, "good_angle": 21.276815444106457, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 16.46666666666665}, "ep004": {"nsteps": 500, "reward": -2.750040865260176, "good_angle": 18.58442290786312, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 16.499999999999986}}
good_angle_max31.10136844690375
good_angle_mean22.192817065911264
good_angle_median20.6320508259992
good_angle_min18.58442290786312
reward_max-0.7117629176639021
reward_mean-2.1616931370034815
reward_median-2.633624941200018
reward_min-2.776590650307946
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max2
traveled_tiles_mean1.2
traveled_tiles_median1
traveled_tiles_min1
valid_direction_max16.499999999999986
valid_direction_mean16.473333333333322
valid_direction_median16.46666666666665
valid_direction_min16.43333333333332
No reset possible
10133504Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationsuccessnoidsc-rudolf-202330:07:17
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simulation-passed1
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10132505Dzenan LapandicBaseline solution using imitation learning from logsaido1_LF1_r3-v3step1-simulationfailednoidsc-rudolf-202330:00:37
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 88, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: index 1 is out of bounds for axis 1 with size 1

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10098517Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationfailednoidsc-rudolf-202330:06:55
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 63, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: Giving up to connect to the gym duckietown server at host: evaluator

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10085523Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:01:20
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driven_lanedir_median0.04411107874427467
deviation-center-line_median0.03382312812944439
in-drivable-lane_median0


other stats
deviation-center-line_max0.036932541750262865
deviation-center-line_mean0.025155405677972437
deviation-center-line_min0
deviation-heading_max0.33344468140579925
deviation-heading_mean0.22039329655951928
deviation-heading_median0.26280377843412867
deviation-heading_min0
driven_any_max3.3176367416071093
driven_any_mean0.7248170230659711
driven_any_median0.07328113284674392
driven_any_min0.05329536934308598
driven_lanedir_max0.04675978410254445
driven_lanedir_mean0.034855625077198346
driven_lanedir_min0
in-drivable-lane_max16.63333333333332
in-drivable-lane_mean3.3733333333333304
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 3.3176367416071093, "driven_lanedir": 0, "in-drivable-lane": 16.63333333333332, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 0.05329536934308598, "driven_lanedir": 0.03825011064919037, "in-drivable-lane": 0, "deviation-heading": 0.21638555899448664, "deviation-center-line": 0.034025485829071465}, "ep002": {"driven_any": 0.07328113284674392, "driven_lanedir": 0.04515715188998226, "in-drivable-lane": 0, "deviation-heading": 0.33344468140579925, "deviation-center-line": 0.036932541750262865}, "ep003": {"driven_any": 0.11325265985405814, "driven_lanedir": 0.04411107874427467, "in-drivable-lane": 0.23333333333333336, "deviation-heading": 0.28933246396318174, "deviation-center-line": 0.020995872681083456}, "ep004": {"driven_any": 0.0666192116788584, "driven_lanedir": 0.04675978410254445, "in-drivable-lane": 0, "deviation-heading": 0.26280377843412867, "deviation-center-line": 0.03382312812944439}}
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10078523Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step3-videossuccessyesidsc-rudolf-202330:01:18
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other stats
videos1
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10076523Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step2-scoringsuccessyesidsc-rudolf-202330:00:24
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survival_time_median0.4333333333333333


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -1.68614059394598, "good_angle": 59.948933459239534, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 15.13333333333332}, "ep001": {"nsteps": 10, "reward": -100.64196230173113, "good_angle": 0.2519482119431119, "survival_time": 0.3333333333333333, "traveled_tiles": 1, "valid_direction": 0.2666666666666666}, "ep002": {"nsteps": 13, "reward": -77.50082855499707, "good_angle": 0.42986404853629945, "survival_time": 0.4333333333333333, "traveled_tiles": 2, "valid_direction": 0.3666666666666666}, "ep003": {"nsteps": 19, "reward": -54.13723141543175, "good_angle": 0.6432325258251529, "survival_time": 0.6333333333333333, "traveled_tiles": 1, "valid_direction": 0.5666666666666665}, "ep004": {"nsteps": 12, "reward": -83.87529777487119, "good_angle": 0.3259875752032355, "survival_time": 0.4, "traveled_tiles": 1, "valid_direction": 0.29999999999999993}}
good_angle_max59.948933459239534
good_angle_mean12.319993164149468
good_angle_median0.42986404853629945
good_angle_min0.2519482119431119
reward_max-1.68614059394598
reward_mean-63.568292128195424
reward_median-77.50082855499707
reward_min-100.64196230173113
survival_time_max16.666666666666654
survival_time_mean3.6933333333333302
survival_time_min0.3333333333333333
traveled_tiles_max2
traveled_tiles_mean1.2
traveled_tiles_median1
traveled_tiles_min1
valid_direction_max15.13333333333332
valid_direction_mean3.3266666666666644
valid_direction_median0.3666666666666666
valid_direction_min0.2666666666666666
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10065523Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step1-simulationsuccessnoidsc-rudolf-202330:02:32
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simulation-passed1
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10059534Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:01:55
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driven_lanedir_median0.28977579066348724
deviation-center-line_median0.2596306626838413
in-drivable-lane_median0.8999999999999968


other stats
deviation-center-line_max0.3495269439274484
deviation-center-line_mean0.2816719556808085
deviation-center-line_min0.23084578070496203
deviation-heading_max3.140638799446339
deviation-heading_mean2.412886947725279
deviation-heading_median2.769138296409296
deviation-heading_min0.834297520530139
driven_any_max0.7873202975740567
driven_any_mean0.6419688580219205
driven_any_median0.6009722981482444
driven_any_min0.5823374982056604
driven_lanedir_max0.34105884308565093
driven_lanedir_mean0.3003442252313668
driven_lanedir_min0.28535129762116584
in-drivable-lane_max3.3333333333333277
in-drivable-lane_mean1.3666666666666631
in-drivable-lane_min0.7333333333333307
per-episodes
details{"ep000": {"driven_any": 0.7873202975740567, "driven_lanedir": 0.28977579066348724, "in-drivable-lane": 3.3333333333333277, "deviation-heading": 0.834297520530139, "deviation-center-line": 0.3495269439274484}, "ep001": {"driven_any": 0.647559298004693, "driven_lanedir": 0.34105884308565093, "in-drivable-lane": 0.7333333333333307, "deviation-heading": 3.140638799446339, "deviation-center-line": 0.3138973423502348}, "ep002": {"driven_any": 0.6009722981482444, "driven_lanedir": 0.2978870322519669, "in-drivable-lane": 0.8999999999999968, "deviation-heading": 2.769138296409296, "deviation-center-line": 0.254459048737556}, "ep003": {"driven_any": 0.5823374982056604, "driven_lanedir": 0.28535129762116584, "in-drivable-lane": 1.0333333333333297, "deviation-heading": 2.4218935945541102, "deviation-center-line": 0.23084578070496203}, "ep004": {"driven_any": 0.5916548981769478, "driven_lanedir": 0.28764816253456305, "in-drivable-lane": 0.8333333333333304, "deviation-heading": 2.89846652768651, "deviation-center-line": 0.2596306626838413}}
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10056534Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step3-videossuccessyesidsc-rudolf-202330:02:49
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videos1
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10055534Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step2-scoringsuccessyesidsc-rudolf-202330:00:23
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survival_time_median4.366666666666661


other stats
episodes
details{"ep000": {"nsteps": 171, "reward": -6.709294177134309, "good_angle": 3.212081557270962, "survival_time": 5.6999999999999895, "traveled_tiles": 2, "valid_direction": 2.79999999999999}, "ep001": {"nsteps": 141, "reward": -7.600244003372822, "good_angle": 4.804851725848225, "survival_time": 4.699999999999993, "traveled_tiles": 1, "valid_direction": 3.833333333333327}, "ep002": {"nsteps": 131, "reward": -8.178489692882414, "good_angle": 4.636373361798506, "survival_time": 4.366666666666661, "traveled_tiles": 2, "valid_direction": 3.6666666666666607}, "ep003": {"nsteps": 127, "reward": -8.459673733430305, "good_angle": 4.4107527352806075, "survival_time": 4.233333333333328, "traveled_tiles": 1, "valid_direction": 3.4999999999999947}, "ep004": {"nsteps": 129, "reward": -8.281368599211898, "good_angle": 4.686365787635289, "survival_time": 4.2999999999999945, "traveled_tiles": 1, "valid_direction": 3.699999999999995}}
good_angle_max4.804851725848225
good_angle_mean4.350085033566717
good_angle_median4.636373361798506
good_angle_min3.212081557270962
reward_max-6.709294177134309
reward_mean-7.84581404120635
reward_median-8.178489692882414
reward_min-8.459673733430305
survival_time_max5.6999999999999895
survival_time_mean4.659999999999993
survival_time_min4.233333333333328
traveled_tiles_max2
traveled_tiles_mean1.4
traveled_tiles_median1
traveled_tiles_min1
valid_direction_max3.833333333333327
valid_direction_mean3.499999999999994
valid_direction_median3.6666666666666607
valid_direction_min2.79999999999999
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10035534Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step1-simulationsuccessnoidsc-rudolf-202330:06:17
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simulation-passed1
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10022550Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:03:58
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driven_lanedir_median0.3576978746005717
deviation-center-line_median0.2233841557282331
in-drivable-lane_median0


other stats
deviation-center-line_max0.3503940953154788
deviation-center-line_mean0.19738717890852345
deviation-center-line_min0
deviation-heading_max12.77547708270898
deviation-heading_mean5.865458865467552
deviation-heading_median7.097049538801558
deviation-heading_min0
driven_any_max1.2739283137934605
driven_any_mean0.6107395487412631
driven_any_median0.5166434073868348
driven_any_min0.01531878084989824
driven_lanedir_max0.8619271176621262
driven_lanedir_mean0.3497392406430405
driven_lanedir_min0
in-drivable-lane_max16.63333333333332
in-drivable-lane_mean3.333333333333331
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.2739283137934605, "driven_lanedir": 0, "in-drivable-lane": 16.63333333333332, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 0.3719349073541322, "driven_lanedir": 0.3576978746005717, "in-drivable-lane": 0.03333333333333344, "deviation-heading": 0.2824915590704668, "deviation-center-line": 0.1192082148314856}, "ep002": {"driven_any": 0.5166434073868348, "driven_lanedir": 0.5149982021318316, "in-drivable-lane": 0, "deviation-heading": 12.77547708270898, "deviation-center-line": 0.3503940953154788}, "ep003": {"driven_any": 0.01531878084989824, "driven_lanedir": 0.014073008820673303, "in-drivable-lane": 0, "deviation-heading": 7.097049538801558, "deviation-center-line": 0.2939494286674196}, "ep004": {"driven_any": 0.8758723343219902, "driven_lanedir": 0.8619271176621262, "in-drivable-lane": 0, "deviation-heading": 9.17227614675676, "deviation-center-line": 0.2233841557282331}}
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10008548Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:01:22
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driven_lanedir_median1.1548669389225423
deviation-center-line_median0.1650364607508744
in-drivable-lane_median0


other stats
deviation-center-line_max0.25183147339518264
deviation-center-line_mean0.1642075635413615
deviation-center-line_min0.09407833726675052
deviation-heading_max1.0940673849836224
deviation-heading_mean0.5146929477375416
deviation-heading_median0.4185216049680371
deviation-heading_min0.06092138286581164
driven_any_max2.1193286295815987
driven_any_mean1.1619952677882384
driven_any_median1.175329151694669
driven_any_min0.34666666666667245
driven_lanedir_max2.0984538450368393
driven_lanedir_mean1.0049105637124771
driven_lanedir_min0.20771937084175296
in-drivable-lane_max1.4333333333333282
in-drivable-lane_mean0.3666666666666656
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.4266642174802099, "driven_lanedir": 0.20771937084175296, "in-drivable-lane": 0.4, "deviation-heading": 0.6819519686307797, "deviation-center-line": 0.09407833726675052}, "ep001": {"driven_any": 0.34666666666667245, "driven_lanedir": 0.3458718774424743, "in-drivable-lane": 0, "deviation-heading": 0.06092138286581164, "deviation-center-line": 0.09897289157693905}, "ep002": {"driven_any": 1.175329151694669, "driven_lanedir": 1.1548669389225423, "in-drivable-lane": 0, "deviation-heading": 0.3180023972394569, "deviation-center-line": 0.1650364607508744}, "ep003": {"driven_any": 2.1193286295815987, "driven_lanedir": 2.0984538450368393, "in-drivable-lane": 0, "deviation-heading": 0.4185216049680371, "deviation-center-line": 0.25183147339518264}, "ep004": {"driven_any": 1.7419876735180422, "driven_lanedir": 1.2176407863187766, "in-drivable-lane": 1.4333333333333282, "deviation-heading": 1.0940673849836224, "deviation-center-line": 0.21111865471706093}}
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10005539Jonathan Plante 🇨🇦Random executionaido1_LF1_r3-v3step2-scoringsuccessyesidsc-rudolf-202330:00:19
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survival_time_median7.599999999999983


other stats
episodes
details{"ep000": {"nsteps": 80, "reward": -12.748796821566064, "good_angle": 1.2356442287501, "survival_time": 2.666666666666667, "traveled_tiles": 1, "valid_direction": 2.2666666666666666}, "ep001": {"nsteps": 228, "reward": -5.4700878389310414, "good_angle": 15.45084920539007, "survival_time": 7.599999999999983, "traveled_tiles": 2, "valid_direction": 3.866666666666653}, "ep002": {"nsteps": 148, "reward": -7.186203170869802, "good_angle": 0.02838870394028112, "survival_time": 4.933333333333326, "traveled_tiles": 3, "valid_direction": 0}, "ep003": {"nsteps": 463, "reward": -2.3667525905918643, "good_angle": 2.2419453367295, "survival_time": 15.43333333333329, "traveled_tiles": 4, "valid_direction": 2.5333333333333243}, "ep004": {"nsteps": 348, "reward": -3.5699637512639284, "good_angle": 20.172131049736933, "survival_time": 11.59999999999997, "traveled_tiles": 3, "valid_direction": 3.9999999999999862}}
good_angle_max20.172131049736933
good_angle_mean7.825791704909376
good_angle_median2.2419453367295
good_angle_min0.02838870394028112
reward_max-2.3667525905918643
reward_mean-6.2683608346445405
reward_median-5.4700878389310414
reward_min-12.748796821566064
survival_time_max15.43333333333329
survival_time_mean8.446666666666648
survival_time_min2.666666666666667
traveled_tiles_max4
traveled_tiles_mean2.6
traveled_tiles_median3
traveled_tiles_min1
valid_direction_max3.9999999999999862
valid_direction_mean2.5333333333333257
valid_direction_median2.5333333333333243
valid_direction_min0
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9992539Jonathan Plante 🇨🇦Random executionaido1_LF1_r3-v3step1-simulationsuccessnoidsc-rudolf-202330:02:00
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simulation-passed1
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9989540Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationabortednoidsc-rudolf-202330:00:14
Error while running [...]

Creating job9989-2434_evaluator_1 ... error
stderr | ERROR: for job9989-2434_evaluator_1  Cannot start service evaluator: network job9989-2434_evaluation not found
stderr | 
stderr | ERROR: for solution  Cannot start service solution: network job9989-2434_evaluation not found
stderr | 
stderr | ERROR: for evaluator  Cannot start service evaluator: network job9989-2434_evaluation not found
stderr | Encountered errors while bringing up the project.
stderr | 
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9983546Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationfailednoidsc-rudolf-202330:00:33
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 63, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: unbound method step() must be called with step_JP instance as first argument (got ndarray instance instead)

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9980549Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationfailednoidsc-rudolf-202330:00:34
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 63, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: 'module' object has no attribute 'np'

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9974554Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:02:09
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driven_lanedir_median0.5878679957129365
deviation-center-line_median0.16567998386637017
in-drivable-lane_median2.0666666666666593


other stats
deviation-center-line_max1.4210567377069998
deviation-center-line_mean0.4279702013556904
deviation-center-line_min0
deviation-heading_max2.784458537029883
deviation-heading_mean1.1041376789660051
deviation-heading_median0.7725521154785226
deviation-heading_min0
driven_any_max4.448088618206476
driven_any_mean1.7604481889666872
driven_any_median1.4618339725933334
driven_any_min0.42196142877572984
driven_lanedir_max2.79668164581245
driven_lanedir_mean0.9406646581886569
driven_lanedir_min0
in-drivable-lane_max5.133333333333325
in-drivable-lane_mean2.56
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.4618339725933334, "driven_lanedir": 0, "in-drivable-lane": 5.133333333333325, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 0.42196142877572984, "driven_lanedir": 0.39955096995796713, "in-drivable-lane": 0, "deviation-heading": 0.4127001827026125, "deviation-center-line": 0.13506377935417027}, "ep002": {"driven_any": 0.8825718058068862, "driven_lanedir": 0.5878679957129365, "in-drivable-lane": 0.5333333333333314, "deviation-heading": 1.5509775596190072, "deviation-center-line": 0.16567998386637017}, "ep003": {"driven_any": 1.5877851194510109, "driven_lanedir": 0.91922267945993, "in-drivable-lane": 2.0666666666666593, "deviation-heading": 0.7725521154785226, "deviation-center-line": 0.418050505850912}, "ep004": {"driven_any": 4.448088618206476, "driven_lanedir": 2.79668164581245, "in-drivable-lane": 5.066666666666684, "deviation-heading": 2.784458537029883, "deviation-center-line": 1.4210567377069998}}
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9965554Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step3-videossuccessyesidsc-rudolf-202330:01:18
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videos1
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9962554Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step2-scoringsuccessyesidsc-rudolf-202330:00:20
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survival_time_median5.166666666666658


other stats
episodes
details{"ep000": {"nsteps": 155, "reward": -8.332383265226118, "good_angle": 0.38833699708774594, "survival_time": 5.166666666666658, "traveled_tiles": 3, "valid_direction": 0.6999999999999988}, "ep001": {"nsteps": 53, "reward": -19.27001005692302, "good_angle": 0.3318057449210206, "survival_time": 1.7666666666666688, "traveled_tiles": 1, "valid_direction": 0.4666666666666681}, "ep002": {"nsteps": 103, "reward": -10.139492149302033, "good_angle": 2.6008715531091533, "survival_time": 3.433333333333331, "traveled_tiles": 2, "valid_direction": 1.8333333333333293}, "ep003": {"nsteps": 175, "reward": -6.350912593257547, "good_angle": 1.0076234742195198, "survival_time": 5.833333333333322, "traveled_tiles": 3, "valid_direction": 1.066666666666663}, "ep004": {"nsteps": 500, "reward": -0.6408135001054034, "good_angle": 25.077729236120124, "survival_time": 16.666666666666654, "traveled_tiles": 9, "valid_direction": 3.8666666666666543}}
good_angle_max25.077729236120124
good_angle_mean5.881273401091513
good_angle_median1.0076234742195198
good_angle_min0.3318057449210206
reward_max-0.6408135001054034
reward_mean-8.946722312962823
reward_median-8.332383265226118
reward_min-19.27001005692302
survival_time_max16.666666666666654
survival_time_mean6.573333333333326
survival_time_min1.7666666666666688
traveled_tiles_max9
traveled_tiles_mean3.6
traveled_tiles_median3
traveled_tiles_min1
valid_direction_max3.8666666666666543
valid_direction_mean1.586666666666663
valid_direction_median1.066666666666663
valid_direction_min0.4666666666666681
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9954554Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationsuccessnoidsc-rudolf-202330:03:54
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simulation-passed1
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9951557Dzenan LapandicBaseline solution using imitation learning from logsaido1_LF1_r3-v3step1-simulationabortednoidsc-rudolf-202330:00:14
Error while running [...]

Creating job9951-20_solution_1  ... error
stderr | ERROR: for job9951-20_solution_1  Cannot start service solution: network job9951-20_evaluation not found
stderr | 
stderr | ERROR: for evaluator  Cannot start service evaluator: network job9951-20_evaluation not found
stderr | 
stderr | ERROR: for solution  Cannot start service solution: network job9951-20_evaluation not found
stderr | Encountered errors while bringing up the project.
stderr | 
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9943565Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationfailednoidsc-rudolf-202330:02:06
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 63, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: expected non-empty vector for x

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9933574Tri Cao 🇺🇸PyTorch templateaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:01:51
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driven_lanedir_median0.6188370420169667
deviation-center-line_median0.29148022051280753
in-drivable-lane_median2.2666666666666586


other stats
deviation-center-line_max0.5166066146708912
deviation-center-line_mean0.3204480969330191
deviation-center-line_min0.18211215601862168
deviation-heading_max3.0240989127744937
deviation-heading_mean1.6318985016146563
deviation-heading_median1.1593496192447377
deviation-heading_min0.9161646042922288
driven_any_max1.32686445785009
driven_any_mean1.044646633975423
driven_any_median1.1590106610719335
driven_any_min0.34459809595259455
driven_lanedir_max0.7627713010920065
driven_lanedir_mean0.5575417610022392
driven_lanedir_min0.1257892345568936
in-drivable-lane_max4.166666666666652
in-drivable-lane_mean2.526666666666658
in-drivable-lane_min0.6666666666666666
per-episodes
details{"ep000": {"driven_any": 0.34459809595259455, "driven_lanedir": 0.1257892345568936, "in-drivable-lane": 0.6666666666666666, "deviation-heading": 2.083336194694414, "deviation-center-line": 0.18211215601862168}, "ep001": {"driven_any": 1.1471469051953915, "driven_lanedir": 0.6188370420169667, "in-drivable-lane": 3.3333333333333215, "deviation-heading": 1.1593496192447377, "deviation-center-line": 0.27920093478994756}, "ep002": {"driven_any": 1.32686445785009, "driven_lanedir": 0.7627713010920065, "in-drivable-lane": 2.199999999999992, "deviation-heading": 3.0240989127744937, "deviation-center-line": 0.5166066146708912}, "ep003": {"driven_any": 1.245613049807105, "driven_lanedir": 0.5637192924605152, "in-drivable-lane": 4.166666666666652, "deviation-heading": 0.9161646042922288, "deviation-center-line": 0.33284055867282764}, "ep004": {"driven_any": 1.1590106610719335, "driven_lanedir": 0.7165919348848135, "in-drivable-lane": 2.2666666666666586, "deviation-heading": 0.9765431770674085, "deviation-center-line": 0.29148022051280753}}
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9930574Tri Cao 🇺🇸PyTorch templateaido1_LF1_r3-v3step3-videossuccessyesidsc-rudolf-202330:00:51
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videos1
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9917579Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:02:14
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driven_lanedir_median0.7269360772684326
deviation-center-line_median0.1516173576083181
in-drivable-lane_median4.166666666666662


other stats
deviation-center-line_max0.9881219990698914
deviation-center-line_mean0.3312545331594837
deviation-center-line_min0
deviation-heading_max2.068416631849293
deviation-heading_mean0.7127590478890345
deviation-heading_median0.5041212178199654
deviation-heading_min0
driven_any_max5.493661028781503
driven_any_mean2.4421884894852224
driven_any_median2.41771245363674
driven_any_min0.4532403897677328
driven_lanedir_max3.4900572754102406
driven_lanedir_mean1.2732421827198832
driven_lanedir_min0
in-drivable-lane_max6.233333333333312
in-drivable-lane_mean3.826666666666656
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.3512198939463251, "driven_lanedir": 0, "in-drivable-lane": 4.166666666666662, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 0.4532403897677328, "driven_lanedir": 0.4398509475923922, "in-drivable-lane": 0, "deviation-heading": 0.2902265382403343, "deviation-center-line": 0.14138744642802734}, "ep002": {"driven_any": 2.41771245363674, "driven_lanedir": 0.7269360772684326, "in-drivable-lane": 6.233333333333312, "deviation-heading": 0.7010308515355802, "deviation-center-line": 0.1516173576083181}, "ep003": {"driven_any": 2.495108681293811, "driven_lanedir": 1.7093666133283512, "in-drivable-lane": 2.8999999999999906, "deviation-heading": 0.5041212178199654, "deviation-center-line": 0.37514586269118166}, "ep004": {"driven_any": 5.493661028781503, "driven_lanedir": 3.4900572754102406, "in-drivable-lane": 5.8333333333333135, "deviation-heading": 2.068416631849293, "deviation-center-line": 0.9881219990698914}}
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9915578Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step2-scoringsuccessyesidsc-rudolf-202330:00:18
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survival_time_median7.133333333333318


other stats
episodes
details{"ep000": {"nsteps": 133, "reward": -9.295114409206503, "good_angle": 0.2683233133444956, "survival_time": 4.433333333333327, "traveled_tiles": 3, "valid_direction": 0.5333333333333321}, "ep001": {"nsteps": 214, "reward": -5.248618875987062, "good_angle": 13.911662783167214, "survival_time": 7.133333333333318, "traveled_tiles": 3, "valid_direction": 4.899999999999984}, "ep002": {"nsteps": 270, "reward": -5.490727392326247, "good_angle": 2.678304789673275, "survival_time": 8.999999999999979, "traveled_tiles": 5, "valid_direction": 3.499999999999991}, "ep003": {"nsteps": 205, "reward": -5.82651951649885, "good_angle": 1.689196953018172, "survival_time": 6.833333333333319, "traveled_tiles": 5, "valid_direction": 1.4333333333333282}, "ep004": {"nsteps": 500, "reward": -0.6237473046593368, "good_angle": 26.92640075400222, "survival_time": 16.666666666666654, "traveled_tiles": 10, "valid_direction": 4.033333333333319}}
good_angle_max26.92640075400222
good_angle_mean9.094777718641074
good_angle_median2.678304789673275
good_angle_min0.2683233133444956
reward_max-0.6237473046593368
reward_mean-5.2969454997356005
reward_median-5.490727392326247
reward_min-9.295114409206503
survival_time_max16.666666666666654
survival_time_mean8.813333333333318
survival_time_min4.433333333333327
traveled_tiles_max10
traveled_tiles_mean5.2
traveled_tiles_median5
traveled_tiles_min3
valid_direction_max4.899999999999984
valid_direction_mean2.879999999999991
valid_direction_median3.499999999999991
valid_direction_min0.5333333333333321
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9900589Allen OuRandom executionaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:03:13
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driven_lanedir_median1.1345792827291852
deviation-center-line_median0.5295830920597379
in-drivable-lane_median0.13333333333333286


other stats
deviation-center-line_max0.7378207006812516
deviation-center-line_mean0.4900399484331072
deviation-center-line_min0.20311558318368145
deviation-heading_max3.808159527676094
deviation-heading_mean1.6781475948542628
deviation-heading_median1.4899546091755629
deviation-heading_min0.17127441041787572
driven_any_max2.1153121209904326
driven_any_mean1.1386097563326252
driven_any_median1.176546503372836
driven_any_min0.35906447693458193
driven_lanedir_max2.0492581688837292
driven_lanedir_mean1.0021894977163797
driven_lanedir_min0.14214400169969954
in-drivable-lane_max0.9666666666666632
in-drivable-lane_mean0.35999999999999915
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.35906447693458193, "driven_lanedir": 0.14214400169969954, "in-drivable-lane": 0.6, "deviation-heading": 2.0571874727373767, "deviation-center-line": 0.20311558318368145}, "ep001": {"driven_any": 0.426843205820173, "driven_lanedir": 0.4261321804702509, "in-drivable-lane": 0, "deviation-heading": 0.17127441041787572, "deviation-center-line": 0.33548596571987577}, "ep002": {"driven_any": 1.176546503372836, "driven_lanedir": 1.1345792827291852, "in-drivable-lane": 0.13333333333333286, "deviation-heading": 0.8641619542644038, "deviation-center-line": 0.644194400520989}, "ep003": {"driven_any": 2.1153121209904326, "driven_lanedir": 2.0492581688837292, "in-drivable-lane": 0.09999999999999964, "deviation-heading": 1.4899546091755629, "deviation-center-line": 0.5295830920597379}, "ep004": {"driven_any": 1.6152824745451018, "driven_lanedir": 1.2588338547990334, "in-drivable-lane": 0.9666666666666632, "deviation-heading": 3.808159527676094, "deviation-center-line": 0.7378207006812516}}
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9887580Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationsuccessnoidsc-rudolf-202330:04:00
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simulation-passed1
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9879595Anton Mashikhin 🇷🇺PyTorch templateaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:01:55
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driven_lanedir_median0.55051472122708
deviation-center-line_median0.29477862850039127
in-drivable-lane_median3.266666666666655


other stats
deviation-center-line_max0.49802291989440306
deviation-center-line_mean0.30668333839910394
deviation-center-line_min0.177238888402093
deviation-heading_max2.6979462349680485
deviation-heading_mean1.5455686771252173
deviation-heading_median1.2045236421402643
deviation-heading_min0.9497524785792189
driven_any_max1.2625451582899918
driven_any_mean1.022041299359235
driven_any_median1.183412567333336
driven_any_min0.34650700511837895
driven_lanedir_max0.8808916705365143
driven_lanedir_mean0.5432996048703389
driven_lanedir_min0.12059746380215151
in-drivable-lane_max4.433333333333318
in-drivable-lane_mean2.6599999999999913
in-drivable-lane_min0.8666666666666666
per-episodes
details{"ep000": {"driven_any": 0.34650700511837895, "driven_lanedir": 0.12059746380215151, "in-drivable-lane": 0.8666666666666666, "deviation-heading": 1.8972189002308293, "deviation-center-line": 0.177238888402093}, "ep001": {"driven_any": 1.183412567333336, "driven_lanedir": 0.6413769201476682, "in-drivable-lane": 3.266666666666655, "deviation-heading": 1.2045236421402643, "deviation-center-line": 0.29477862850039127}, "ep002": {"driven_any": 1.256240246954395, "driven_lanedir": 0.8808916705365143, "in-drivable-lane": 1.3666666666666618, "deviation-heading": 2.6979462349680485, "deviation-center-line": 0.49802291989440306}, "ep003": {"driven_any": 1.2625451582899918, "driven_lanedir": 0.55051472122708, "in-drivable-lane": 4.433333333333318, "deviation-heading": 0.9784021297077256, "deviation-center-line": 0.33306468964228786}, "ep004": {"driven_any": 1.0615015191000727, "driven_lanedir": 0.5231172486382809, "in-drivable-lane": 3.3666666666666547, "deviation-heading": 0.9497524785792189, "deviation-center-line": 0.23031156555634455}}
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9871592Liu Sam 🇹🇼PyTorch templateaido1_LF1_r3-v3step3-videossuccessyesidsc-rudolf-202330:00:55
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videos1
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9867595Anton Mashikhin 🇷🇺PyTorch templateaido1_LF1_r3-v3step2-scoringsuccessyesidsc-rudolf-202330:00:21
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survival_time_median6.999999999999985


other stats
episodes
details{"ep000": {"nsteps": 79, "reward": -12.984071361042464, "good_angle": 1.2828407866510771, "survival_time": 2.6333333333333337, "traveled_tiles": 1, "valid_direction": 2.166666666666667}, "ep001": {"nsteps": 210, "reward": -6.723517444024661, "good_angle": 16.869351898762137, "survival_time": 6.999999999999985, "traveled_tiles": 2, "valid_direction": 5.099999999999983}, "ep002": {"nsteps": 222, "reward": -4.736939344725895, "good_angle": 1.5408549217526342, "survival_time": 7.399999999999984, "traveled_tiles": 3, "valid_direction": 2.8999999999999897}, "ep003": {"nsteps": 232, "reward": -5.426160681374563, "good_angle": 1.0093185114923695, "survival_time": 7.733333333333316, "traveled_tiles": 3, "valid_direction": 3.866666666666656}, "ep004": {"nsteps": 184, "reward": -6.623945596992598, "good_angle": 1.389675505002036, "survival_time": 6.133333333333321, "traveled_tiles": 2, "valid_direction": 5.233333333333322}}
good_angle_max16.869351898762137
good_angle_mean4.4184083247320505
good_angle_median1.389675505002036
good_angle_min1.0093185114923695
reward_max-4.736939344725895
reward_mean-7.298926885632037
reward_median-6.623945596992598
reward_min-12.984071361042464
survival_time_max7.733333333333316
survival_time_mean6.179999999999988
survival_time_min2.6333333333333337
traveled_tiles_max3
traveled_tiles_mean2.2
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max5.233333333333322
valid_direction_mean3.8533333333333233
valid_direction_median3.866666666666656
valid_direction_min2.166666666666667
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9855605David AbrahamRandom executionaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:03:04
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driven_lanedir_median1.1352556230621853
deviation-center-line_median0.48911001461877424
in-drivable-lane_median0.2666666666666657


other stats
deviation-center-line_max0.72391734934782
deviation-center-line_mean0.4725632637836704
deviation-center-line_min0.2085318226064515
deviation-heading_max2.271353380184955
deviation-heading_mean1.5638423034299307
deviation-heading_median2.0902319231219013
deviation-heading_min0.17672818388080888
driven_any_max2.119127334712787
driven_any_mean1.1111566496111949
driven_any_median1.1781779500374598
driven_any_min0.2996380369277862
driven_lanedir_max1.985802885232145
driven_lanedir_mean0.9567830387330376
driven_lanedir_min0.14306399364399436
in-drivable-lane_max1.8333333333333268
in-drivable-lane_mean0.5466666666666652
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.3610871686774857, "driven_lanedir": 0.14306399364399436, "in-drivable-lane": 0.6, "deviation-heading": 2.0902319231219013, "deviation-center-line": 0.2085318226064515}, "ep001": {"driven_any": 0.2996380369277862, "driven_lanedir": 0.2986099825809543, "in-drivable-lane": 0, "deviation-heading": 0.17672818388080888, "deviation-center-line": 0.23824868847489847}, "ep002": {"driven_any": 1.1781779500374598, "driven_lanedir": 1.1352556230621853, "in-drivable-lane": 0.033333333333333215, "deviation-heading": 1.0360042587023095, "deviation-center-line": 0.48911001461877424}, "ep003": {"driven_any": 2.119127334712787, "driven_lanedir": 1.985802885232145, "in-drivable-lane": 0.2666666666666657, "deviation-heading": 2.271353380184955, "deviation-center-line": 0.72391734934782}, "ep004": {"driven_any": 1.5977527577004562, "driven_lanedir": 1.2211827091459089, "in-drivable-lane": 1.8333333333333268, "deviation-heading": 2.2448937712596777, "deviation-center-line": 0.7030084438704075}}
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9847605David AbrahamRandom executionaido1_LF1_r3-v3step3-videossuccessyesidsc-rudolf-202330:00:45
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other stats
videos1
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9843605David AbrahamRandom executionaido1_LF1_r3-v3step2-scoringsuccessyesidsc-rudolf-202330:00:21
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survival_time_median8.49999999999998


other stats
episodes
details{"ep000": {"nsteps": 80, "reward": -12.768093680747551, "good_angle": 1.2917761760154398, "survival_time": 2.666666666666667, "traveled_tiles": 1, "valid_direction": 2.2666666666666666}, "ep001": {"nsteps": 66, "reward": -15.719897522619275, "good_angle": 0.014801623152083446, "survival_time": 2.200000000000002, "traveled_tiles": 1, "valid_direction": 0}, "ep002": {"nsteps": 255, "reward": -4.4186695878996565, "good_angle": 1.014588087116045, "survival_time": 8.49999999999998, "traveled_tiles": 3, "valid_direction": 2.16666666666666}, "ep003": {"nsteps": 457, "reward": -2.2448791653367857, "good_angle": 1.383826911711072, "survival_time": 15.23333333333329, "traveled_tiles": 4, "valid_direction": 2.166666666666659}, "ep004": {"nsteps": 345, "reward": -3.646470146852991, "good_angle": 16.57234840835776, "survival_time": 11.49999999999997, "traveled_tiles": 3, "valid_direction": 3.9666666666666535}}
good_angle_max16.57234840835776
good_angle_mean4.05546824127048
good_angle_median1.2917761760154398
good_angle_min0.014801623152083446
reward_max-2.2448791653367857
reward_mean-7.7596020206912515
reward_median-4.4186695878996565
reward_min-15.719897522619275
survival_time_max15.23333333333329
survival_time_mean8.019999999999982
survival_time_min2.200000000000002
traveled_tiles_max4
traveled_tiles_mean2.4
traveled_tiles_median3
traveled_tiles_min1
valid_direction_max3.9666666666666535
valid_direction_mean2.1133333333333275
valid_direction_median2.16666666666666
valid_direction_min0
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9833605David AbrahamRandom executionaido1_LF1_r3-v3step1-simulationsuccessnoidsc-rudolf-202330:01:54
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simulation-passed1
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9813606Samuel LavoiePyTorch templateaido1_LF1_r3-v3step1-simulationsuccessnoidsc-rudolf-202330:02:35
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simulation-passed1
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9807615David AbrahamPyTorch templateaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:02:00
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driven_lanedir_median0.593308333848992
deviation-center-line_median0.30380927374491706
in-drivable-lane_median2.8333333333333233


other stats
deviation-center-line_max0.5005566653396404
deviation-center-line_mean0.3053522574107309
deviation-center-line_min0.181174769823948
deviation-heading_max2.9293433328930023
deviation-heading_mean1.457342729714867
deviation-heading_median1.0191622469513104
deviation-heading_min0.29741946218783494
driven_any_max1.330685152058223
driven_any_mean0.8767437335378425
driven_any_median1.2676507953462643
driven_any_min0.1684313734608442
driven_lanedir_max0.6849044002094429
driven_lanedir_mean0.4405941138662066
driven_lanedir_min0.10790974698505562
in-drivable-lane_max4.399999999999984
in-drivable-lane_mean2.293333333333326
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.34102001968280693, "driven_lanedir": 0.10790974698505562, "in-drivable-lane": 0.7666666666666666, "deviation-heading": 2.0726992476879587, "deviation-center-line": 0.2046144811208511}, "ep001": {"driven_any": 0.1684313734608442, "driven_lanedir": 0.16418197015373526, "in-drivable-lane": 0, "deviation-heading": 0.29741946218783494, "deviation-center-line": 0.181174769823948}, "ep002": {"driven_any": 1.2759313271410742, "driven_lanedir": 0.6526661181338074, "in-drivable-lane": 2.8333333333333233, "deviation-heading": 2.9293433328930023, "deviation-center-line": 0.5005566653396404}, "ep003": {"driven_any": 1.330685152058223, "driven_lanedir": 0.593308333848992, "in-drivable-lane": 4.399999999999984, "deviation-heading": 0.968089358854228, "deviation-center-line": 0.336606097024298}, "ep004": {"driven_any": 1.2676507953462643, "driven_lanedir": 0.6849044002094429, "in-drivable-lane": 3.4666666666666544, "deviation-heading": 1.0191622469513104, "deviation-center-line": 0.30380927374491706}}
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9798615David AbrahamPyTorch templateaido1_LF1_r3-v3step3-videossuccessyesidsc-rudolf-202330:00:59
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9795615David AbrahamPyTorch templateaido1_LF1_r3-v3step2-scoringsuccessyesidsc-rudolf-202330:00:21
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survival_time_median7.433333333333317


other stats
episodes
details{"ep000": {"nsteps": 79, "reward": -12.964819115303646, "good_angle": 1.3887589327794136, "survival_time": 2.6333333333333337, "traveled_tiles": 1, "valid_direction": 2.2}, "ep001": {"nsteps": 51, "reward": -20.172274533440085, "good_angle": 0.06639180550117507, "survival_time": 1.700000000000002, "traveled_tiles": 1, "valid_direction": 0}, "ep002": {"nsteps": 233, "reward": -4.806144984634873, "good_angle": 2.659793622525141, "survival_time": 7.766666666666649, "traveled_tiles": 3, "valid_direction": 4.73333333333332}, "ep003": {"nsteps": 235, "reward": -5.393563101096252, "good_angle": 0.9412856968364084, "survival_time": 7.833333333333315, "traveled_tiles": 3, "valid_direction": 4.066666666666656}, "ep004": {"nsteps": 223, "reward": -5.552561751343394, "good_angle": 7.11694324077688, "survival_time": 7.433333333333317, "traveled_tiles": 3, "valid_direction": 4.533333333333317}}
good_angle_max7.11694324077688
good_angle_mean2.434634659683804
good_angle_median1.3887589327794136
good_angle_min0.06639180550117507
reward_max-4.806144984634873
reward_mean-9.777872697163648
reward_median-5.552561751343394
reward_min-20.172274533440085
survival_time_max7.833333333333315
survival_time_mean5.473333333333323
survival_time_min1.700000000000002
traveled_tiles_max3
traveled_tiles_mean2.2
traveled_tiles_median3
traveled_tiles_min1
valid_direction_max4.73333333333332
valid_direction_mean3.1066666666666585
valid_direction_median4.066666666666656
valid_direction_min0
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9786636Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:03:17
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driven_lanedir_median0.9380054565078636
deviation-center-line_median0.7126907630680461
in-drivable-lane_median3.7999999999999865


other stats
deviation-center-line_max1.8349013072161051
deviation-center-line_mean0.7606140342655762
deviation-center-line_min0
deviation-heading_max4.000095424782763
deviation-heading_mean1.9140955172511205
deviation-heading_median1.4637106130961894
deviation-heading_min0
driven_any_max2.143457414751776
driven_any_mean1.6274561666558576
driven_any_median1.674387223358706
driven_any_min0.9118688115095994
driven_lanedir_max2.0579906909896306
driven_lanedir_mean0.9170277469547744
driven_lanedir_min0
in-drivable-lane_max11.39999999999997
in-drivable-lane_mean4.799999999999985
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.6498457175258825, "driven_lanedir": 0, "in-drivable-lane": 11.39999999999997, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 1.674387223358706, "driven_lanedir": 1.115572352760403, "in-drivable-lane": 3.7999999999999865, "deviation-heading": 2.8712499206109667, "deviation-center-line": 0.7126907630680461}, "ep002": {"driven_any": 0.9118688115095994, "driven_lanedir": 0.4735702345159749, "in-drivable-lane": 2.8999999999999897, "deviation-heading": 1.4637106130961894, "deviation-center-line": 0.33682364155623246}, "ep003": {"driven_any": 1.7577216661333237, "driven_lanedir": 0.9380054565078636, "in-drivable-lane": 5.89999999999998, "deviation-heading": 1.235421627765684, "deviation-center-line": 0.9186544594874968}, "ep004": {"driven_any": 2.143457414751776, "driven_lanedir": 2.0579906909896306, "in-drivable-lane": 0, "deviation-heading": 4.000095424782763, "deviation-center-line": 1.8349013072161051}}
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9778636Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step3-videossuccessyesidsc-rudolf-202330:03:01
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9772619Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step1-simulationfailednoidsc-rudolf-202330:00:39
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 99, in run
    solve(params, cis)
  File "solution.py", line 39, in solve
    env = make_env(config)
  File "solution.py", line 20, in make_env
    env = FrameStackWrappper(env=env, k=3)
  File "/workspace/wrappers.py", line 77, in __init__
    self.undistort = UndistortWrapper(env)
NameError: global name 'UndistortWrapper' is not defined


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9762637Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:03:31
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driven_lanedir_median0.923596377492214
deviation-center-line_median0.598222072263049
in-drivable-lane_median4.199999999999986


other stats
deviation-center-line_max1.8296004243788897
deviation-center-line_mean0.7096570701453979
deviation-center-line_min0
deviation-heading_max3.3879538281528547
deviation-heading_mean1.6694373172776165
deviation-heading_median1.3166820421954897
deviation-heading_min0
driven_any_max2.560955350405715
driven_any_mean1.7108638105992384
driven_any_median1.6924691197374462
driven_any_min0.8985776781788103
driven_lanedir_max2.1597206855478968
driven_lanedir_mean0.9213689605600937
driven_lanedir_min0
in-drivable-lane_max11.166666666666638
in-drivable-lane_mean5.206666666666658
in-drivable-lane_min1.8666666666666956
per-episodes
details{"ep000": {"driven_any": 1.651185248502013, "driven_lanedir": 0, "in-drivable-lane": 11.166666666666638, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 1.6924691197374462, "driven_lanedir": 1.0657936461337636, "in-drivable-lane": 4.199999999999986, "deviation-heading": 2.4635652113902147, "deviation-center-line": 0.598222072263049}, "ep002": {"driven_any": 0.8985776781788103, "driven_lanedir": 0.45773409362659434, "in-drivable-lane": 3.0333333333333226, "deviation-heading": 1.3166820421954897, "deviation-center-line": 0.30870873186510744}, "ep003": {"driven_any": 1.751131656172208, "driven_lanedir": 0.923596377492214, "in-drivable-lane": 5.766666666666647, "deviation-heading": 1.1789855046495232, "deviation-center-line": 0.8117541222199431}, "ep004": {"driven_any": 2.560955350405715, "driven_lanedir": 2.1597206855478968, "in-drivable-lane": 1.8666666666666956, "deviation-heading": 3.3879538281528547, "deviation-center-line": 1.8296004243788897}}
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9750637Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step3-videossuccessyesidsc-rudolf-202330:02:53
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9748637Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step2-scoringsuccessyesidsc-rudolf-202330:00:23
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survival_time_median12.066666666666634


other stats
episodes
details{"ep000": {"nsteps": 336, "reward": -4.413160906040242, "good_angle": 1.5173529017513203, "survival_time": 11.19999999999997, "traveled_tiles": 4, "valid_direction": 3.4999999999999893}, "ep001": {"nsteps": 362, "reward": -3.6046373051249048, "good_angle": 19.823566931446702, "survival_time": 12.066666666666634, "traveled_tiles": 5, "valid_direction": 7.73333333333331}, "ep002": {"nsteps": 196, "reward": -6.0937425746078775, "good_angle": 2.518363782321786, "survival_time": 6.53333333333332, "traveled_tiles": 4, "valid_direction": 5.033333333333319}, "ep003": {"nsteps": 371, "reward": -3.604529348385145, "good_angle": 1.9216788976636057, "survival_time": 12.366666666666632, "traveled_tiles": 4, "valid_direction": 2.633333333333324}, "ep004": {"nsteps": 500, "reward": -0.3443732638384681, "good_angle": 15.921971512379884, "survival_time": 16.666666666666654, "traveled_tiles": 5, "valid_direction": 3.133333333333325}}
good_angle_max19.823566931446702
good_angle_mean8.340586805112661
good_angle_median2.518363782321786
good_angle_min1.5173529017513203
reward_max-0.3443732638384681
reward_mean-3.612088679599327
reward_median-3.6046373051249048
reward_min-6.0937425746078775
survival_time_max16.666666666666654
survival_time_mean11.766666666666644
survival_time_min6.53333333333332
traveled_tiles_max5
traveled_tiles_mean4.4
traveled_tiles_median4
traveled_tiles_min4
valid_direction_max7.73333333333331
valid_direction_mean4.406666666666654
valid_direction_median3.4999999999999893
valid_direction_min2.633333333333324
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9727637Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationsuccessnoidsc-rudolf-202330:06:04
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simulation-passed1
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9720642Mikita Sazanovich 🇷🇺Random executionaido1_LF1_r3-v3step1-simulationabortednoidsc-rudolf-202330:00:23
Error while running [...]

Creating job9720-5271_solution_1  ... error
stderr | ERROR: for job9720-5271_solution_1  Cannot start service solution: network job9720-5271_evaluation not found
stderr | 
stderr | ERROR: for evaluator  Cannot start service evaluator: network job9720-5271_evaluation not found
stderr | 
stderr | ERROR: for solution  Cannot start service solution: network job9720-5271_evaluation not found
stderr | Encountered errors while bringing up the project.
stderr | 
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97191266Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesidsc-rudolf-202330:01:11
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driven_lanedir_median0.2881097449501233
deviation-center-line_median0.2252570338089724
in-drivable-lane_median0


other stats
deviation-center-line_max0.3815438572274681
deviation-center-line_mean0.25531400379800256
deviation-center-line_min0.16201360050402913
deviation-heading_max1.7042310694224312
deviation-heading_mean0.7941110676011967
deviation-heading_median0.619253364674915
deviation-heading_min0.23970163032805175
driven_any_max0.5678906955632209
driven_any_mean0.36502166023374794
driven_any_median0.28930742353140204
driven_any_min0.20000748118233996
driven_lanedir_max0.48312143033335353
driven_lanedir_mean0.30399834103041623
driven_lanedir_min0.18210316571769392
in-drivable-lane_max1.933333333333336
in-drivable-lane_mean0.3866666666666672
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.5678906955632209, "driven_lanedir": 0.3093870688779057, "in-drivable-lane": 1.933333333333336, "deviation-heading": 1.7042310694224312, "deviation-center-line": 0.2001523435822155}, "ep001": {"driven_any": 0.28930742353140204, "driven_lanedir": 0.2881097449501233, "in-drivable-lane": 0, "deviation-heading": 0.23970163032805175, "deviation-center-line": 0.3076031838673277}, "ep002": {"driven_any": 0.20000748118233996, "driven_lanedir": 0.18210316571769392, "in-drivable-lane": 0, "deviation-heading": 0.619253364674915, "deviation-center-line": 0.16201360050402913}, "ep003": {"driven_any": 0.4964592432019931, "driven_lanedir": 0.48312143033335353, "in-drivable-lane": 0, "deviation-heading": 0.8495443610362731, "deviation-center-line": 0.3815438572274681}, "ep004": {"driven_any": 0.2714434576897837, "driven_lanedir": 0.2572702952730048, "in-drivable-lane": 0, "deviation-heading": 0.5578249125443124, "deviation-center-line": 0.2252570338089724}}
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97151266Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step2-scoringsuccessyesidsc-rudolf-202330:00:21
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survival_time_median2.7666666666666666


other stats
episodes
details{"ep000": {"nsteps": 161, "reward": -6.325921595770495, "good_angle": 1.106194077189904, "survival_time": 5.366666666666657, "traveled_tiles": 2, "valid_direction": 1.3666666666666618}, "ep001": {"nsteps": 83, "reward": -12.634180715644217, "good_angle": 0.02275923412416279, "survival_time": 2.7666666666666666, "traveled_tiles": 1, "valid_direction": 0}, "ep002": {"nsteps": 58, "reward": -17.695456125099085, "good_angle": 0.4049407144182582, "survival_time": 1.933333333333336, "traveled_tiles": 2, "valid_direction": 0.8000000000000025}, "ep003": {"nsteps": 141, "reward": -7.504122117362547, "good_angle": 0.2899005567384819, "survival_time": 4.699999999999993, "traveled_tiles": 2, "valid_direction": 0.6666666666666643}, "ep004": {"nsteps": 78, "reward": -13.276650816584246, "good_angle": 0.3234104863744799, "survival_time": 2.6000000000000005, "traveled_tiles": 1, "valid_direction": 0.6333333333333311}}
good_angle_max1.106194077189904
good_angle_mean0.42944101376905736
good_angle_median0.3234104863744799
good_angle_min0.02275923412416279
reward_max-6.325921595770495
reward_mean-11.487266274092118
reward_median-12.634180715644217
reward_min-17.695456125099085
survival_time_max5.366666666666657
survival_time_mean3.4733333333333305
survival_time_min1.933333333333336
traveled_tiles_max2
traveled_tiles_mean1.6
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max1.3666666666666618
valid_direction_mean0.6933333333333319
valid_direction_median0.6666666666666643
valid_direction_min0
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97081265Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessnoidsc-rudolf-202330:03:39
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simulation-passed1
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97041264Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesidsc-rudolf-202330:00:52
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