Duckietown Challenges Home Challenges Submissions

Evaluator 356

ID356
evaluatorrudolf-5
ownerAndrea Censi 🇨🇭
machineidsc-rudolf
processrudolf-5
versionDC:3.1.57;DCR:3.2.14;DTS:3.0.30
first heard
last heard
statusinactive
# evaluating
# success63 10660
# timeout
# failed10 10749
# error4 10691
# aborted
# 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
114001308Dzenan LapandicLFV bd testaido1_LFV_r1-v3step1-simulationfailednorudolf-50:02:35
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 135, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: Giving up to connect to the gym duckietown server at host: evaluator

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11372942Claudio RuchPython templateaido1_amod_service_quality_r1-v3step1-simulationsuccessyesrudolf-50:04:22
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other stats
passedtrue
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11370943Claudio RuchJava templateaido1_amod_service_quality_r1-v3step1-simulationfailedyesrudolf-50:00:52
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/amod/target/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 "/aidamod/target/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 "/aidamod/target/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "/project/solution.py", line 34, in run
    subprocess.check_call(cmd, cwd=cwd, stdout=sys.stdout, stderr=sys.stderr)
  File "/usr/lib/python2.7/subprocess.py", line 186, in check_call
    raise CalledProcessError(retcode, cmd)
CalledProcessError: Command '['java', '-cp', 'classes/', 'aidamod.demo.AidoGuest', 'aido-host']' returned non-zero exit status 1


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11364946Claudio RuchJava templateaido1_amod_service_quality_r1-v3step1-simulationfailedyesrudolf-50:00:29
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/amod/target/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 "/aidamod/target/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 "/aidamod/target/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "/project/solution.py", line 34, in run
    subprocess.check_call(cmd, cwd=cwd, stdout=sys.stdout, stderr=sys.stderr)
  File "/usr/lib/python2.7/subprocess.py", line 186, in check_call
    raise CalledProcessError(retcode, cmd)
CalledProcessError: Command '['java', '-cp', 'classes/', 'aidamod.demo.AidoGuest', 'aido-host']' returned non-zero exit status 1


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11362947Claudio RuchJava templateaido1_amod_service_quality_r1-v3step1-simulationfailedyesrudolf-50:00:49
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/amod/target/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 "/aidamod/target/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 "/aidamod/target/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "/project/solution.py", line 34, in run
    subprocess.check_call(cmd, cwd=cwd, stdout=sys.stdout, stderr=sys.stderr)
  File "/usr/lib/python2.7/subprocess.py", line 186, in check_call
    raise CalledProcessError(retcode, cmd)
CalledProcessError: Command '['java', '-cp', 'classes/', 'aidamod.demo.AidoGuest', 'aido-host']' returned non-zero exit status 1


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11354953Claudio RuchFunky Controller 1aido1_amod_fleet_size_r1-v3step2-scoringsuccessyesrudolf-50:00:15
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fleet_size-1000000000


other stats
efficiency-71.78208735945476
service_quality-34.48236183986373
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11345953Claudio RuchFunky Controller 1aido1_amod_fleet_size_r1-v3step1-simulationsuccessyesrudolf-50:04:44
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other stats
passedtrue
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11334215Andrea Censi 🇨🇭Java templateaido1_amod_efficiency_r1-v3step1-simulationerroryesrudolf-50:11:03
Timeout: Waited 602 [...]
Timeout:

Waited 602.597426891 for container to finish. Giving up. 
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113231078Claudio RuchBig Fleet Controlleraido1_amod_fleet_size_r1-v3step1-simulationerroryesrudolf-50:11:17
Timeout: Waited 601 [...]
Timeout:

Waited 601.610378981 for container to finish. Giving up. 
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113061307Tina ChuROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-50:01:36
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driven_lanedir_median0.2272303180768307
deviation-center-line_median0.20681915361280567
in-drivable-lane_median0


other stats
deviation-center-line_max0.3568243903921427
deviation-center-line_mean0.2339024184529846
deviation-center-line_min0.12317304458368264
deviation-heading_max1.7477521518583374
deviation-heading_mean0.8385864351768578
deviation-heading_median0.625932399356574
deviation-heading_min0.4663073293798452
driven_any_max0.7928832038719099
driven_any_mean0.3442899087143174
driven_any_median0.2464303825004456
driven_any_min0.16427501307806475
driven_lanedir_max0.5568157761076884
driven_lanedir_mean0.28308198639260274
driven_lanedir_min0.1488538314418193
in-drivable-lane_max1.8666666666666691
in-drivable-lane_mean0.37333333333333385
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.7928832038719099, "driven_lanedir": 0.5568157761076884, "in-drivable-lane": 1.8666666666666691, "deviation-heading": 1.7477521518583374, "deviation-center-line": 0.3451234776069457}, "ep001": {"driven_any": 0.3285759873680623, "driven_lanedir": 0.3206965291801671, "in-drivable-lane": 0, "deviation-heading": 0.4663073293798452, "deviation-center-line": 0.3568243903921427}, "ep002": {"driven_any": 0.16427501307806475, "driven_lanedir": 0.1488538314418193, "in-drivable-lane": 0, "deviation-heading": 0.5559356998062136, "deviation-center-line": 0.137572026069346}, "ep003": {"driven_any": 0.18928495675310453, "driven_lanedir": 0.16181347715650807, "in-drivable-lane": 0, "deviation-heading": 0.7970045954833189, "deviation-center-line": 0.12317304458368264}, "ep004": {"driven_any": 0.2464303825004456, "driven_lanedir": 0.2272303180768307, "in-drivable-lane": 0, "deviation-heading": 0.625932399356574, "deviation-center-line": 0.20681915361280567}}
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112991307Tina ChuROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-50:01:00
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other stats
videos1
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112881307Tina ChuROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessnorudolf-50:03:55
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other stats
simulation-passed1
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112861306Tri Cao 🇺🇸Baseline solution using imitation learning from logsaido1_LF1_r3-v3step4-vizsuccessyesrudolf-50:03:06
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driven_lanedir_median1.126328901641123
deviation-center-line_median0.415643248103966
in-drivable-lane_median0.2333333333333325


other stats
deviation-center-line_max0.7541862215301725
deviation-center-line_mean0.4892711559804683
deviation-center-line_min0.24298771405394023
deviation-heading_max2.447089970324129
deviation-heading_mean1.298936339294108
deviation-heading_median1.0187145134794806
deviation-heading_min0.21585041143002096
driven_any_max1.5956207756615906
driven_any_mean0.9628076696138788
driven_any_median1.1802158531170557
driven_any_min0.31446540795764727
driven_lanedir_max1.3608781016477778
driven_lanedir_mean0.840751445772663
driven_lanedir_min0.14435409354225948
in-drivable-lane_max2.0999999999999925
in-drivable-lane_mean0.6133333333333317
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.3610528764051912, "driven_lanedir": 0.14435409354225948, "in-drivable-lane": 0.7333333333333333, "deviation-heading": 2.447089970324129, "deviation-center-line": 0.24298771405394023}, "ep001": {"driven_any": 0.31446540795764727, "driven_lanedir": 0.31347372880387603, "in-drivable-lane": 0, "deviation-heading": 0.21585041143002096, "deviation-center-line": 0.29869339850706406}, "ep002": {"driven_any": 1.1802158531170557, "driven_lanedir": 1.126328901641123, "in-drivable-lane": 0.2333333333333325, "deviation-heading": 1.0187145134794806, "deviation-center-line": 0.7348451977071984}, "ep003": {"driven_any": 1.3626834349279089, "driven_lanedir": 1.3608781016477778, "in-drivable-lane": 0, "deviation-heading": 0.5398412378737178, "deviation-center-line": 0.7541862215301725}, "ep004": {"driven_any": 1.5956207756615906, "driven_lanedir": 1.2587224032282789, "in-drivable-lane": 2.0999999999999925, "deviation-heading": 2.273185563363191, "deviation-center-line": 0.415643248103966}}
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112771306Tri Cao 🇺🇸Baseline solution using imitation learning from logsaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-50:01:53
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survival_time_median10.199999999999974


other stats
episodes
details{"ep000": {"nsteps": 95, "reward": -10.783506638635146, "good_angle": 1.5058336819559393, "survival_time": 3.166666666666665, "traveled_tiles": 1, "valid_direction": 2.666666666666665}, "ep001": {"nsteps": 83, "reward": -12.614138619368337, "good_angle": 0.017220027804123142, "survival_time": 2.7666666666666666, "traveled_tiles": 1, "valid_direction": 0}, "ep002": {"nsteps": 306, "reward": -3.879368552244177, "good_angle": 1.199392002118851, "survival_time": 10.199999999999974, "traveled_tiles": 3, "valid_direction": 2.633333333333325}, "ep003": {"nsteps": 353, "reward": -3.1296388487682463, "good_angle": 0.03134739572415276, "survival_time": 11.766666666666636, "traveled_tiles": 3, "valid_direction": 0}, "ep004": {"nsteps": 413, "reward": -3.021035787713016, "good_angle": 23.628148302403908, "survival_time": 13.766666666666628, "traveled_tiles": 3, "valid_direction": 4.699999999999983}}
good_angle_max23.628148302403908
good_angle_mean5.2763882820013945
good_angle_median1.199392002118851
good_angle_min0.017220027804123142
reward_max-3.021035787713016
reward_mean-6.685537689345783
reward_median-3.879368552244177
reward_min-12.614138619368337
survival_time_max13.766666666666628
survival_time_mean8.333333333333314
survival_time_min2.7666666666666666
traveled_tiles_max3
traveled_tiles_mean2.2
traveled_tiles_median3
traveled_tiles_min1
valid_direction_max4.699999999999983
valid_direction_mean1.999999999999995
valid_direction_median2.633333333333325
valid_direction_min0
No reset possible
112741306Tri Cao 🇺🇸Baseline solution using imitation learning from logsaido1_LF1_r3-v3step1-simulationsuccessnorudolf-50:02:54
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other stats
simulation-passed1
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112651305Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-vizsuccessyesrudolf-50:05:00
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driven_lanedir_median8.466416467829077
deviation-center-line_median0.7491075821771831
in-drivable-lane_median0.06666666666666643


other stats
deviation-center-line_max1.0852097769842697
deviation-center-line_mean0.6828056697229344
deviation-center-line_min0.110456458929874
deviation-heading_max3.088169914104725
deviation-heading_mean1.9361613489916736
deviation-heading_median1.9716545225234337
deviation-heading_min0.5532418461875583
driven_any_max9.395397994412496
driven_any_mean6.118783919231438
driven_any_median8.673270359145661
driven_any_min1.2271279931045092
driven_lanedir_max9.106972393834644
driven_lanedir_mean5.887907266761421
driven_lanedir_min1.1523564491476126
in-drivable-lane_max0.6999999999999994
in-drivable-lane_mean0.19999999999999968
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 9.13343633823087, "driven_lanedir": 8.632442293612678, "in-drivable-lane": 0.6999999999999994, "deviation-heading": 2.9109849023974417, "deviation-center-line": 1.0852097769842697}, "ep001": {"driven_any": 2.164686911263656, "driven_lanedir": 2.0813487293830906, "in-drivable-lane": 0.033333333333333215, "deviation-heading": 1.1567555597452082, "deviation-center-line": 0.3937472257413113}, "ep002": {"driven_any": 1.2271279931045092, "driven_lanedir": 1.1523564491476126, "in-drivable-lane": 0, "deviation-heading": 0.5532418461875583, "deviation-center-line": 0.110456458929874}, "ep003": {"driven_any": 9.395397994412496, "driven_lanedir": 9.106972393834644, "in-drivable-lane": 0.1999999999999993, "deviation-heading": 3.088169914104725, "deviation-center-line": 1.0755073047820347}, "ep004": {"driven_any": 8.673270359145661, "driven_lanedir": 8.466416467829077, "in-drivable-lane": 0.06666666666666643, "deviation-heading": 1.9716545225234337, "deviation-center-line": 0.7491075821771831}}
No reset possible
112591305Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-50:00:23
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survival_time_median14.999999999999956


other stats
episodes
details{"ep000": {"nsteps": 496, "reward": -2.0943019221591648, "good_angle": 0.7418744038601746, "survival_time": 16.533333333333314, "traveled_tiles": 15, "valid_direction": 2.0999999999999934}, "ep001": {"nsteps": 157, "reward": -6.806706450876608, "good_angle": 14.159941219201931, "survival_time": 5.2333333333333245, "traveled_tiles": 5, "valid_direction": 2.0999999999999996}, "ep002": {"nsteps": 59, "reward": -17.04080068322009, "good_angle": 0.15271570187640776, "survival_time": 1.9666666666666697, "traveled_tiles": 3, "valid_direction": 0.33333333333333437}, "ep003": {"nsteps": 500, "reward": 0.02414321799436584, "good_angle": 0.6871705559821161, "survival_time": 16.666666666666654, "traveled_tiles": 16, "valid_direction": 1.1333333333333302}, "ep004": {"nsteps": 450, "reward": -2.2807499980605725, "good_angle": 35.64433197185651, "survival_time": 14.999999999999956, "traveled_tiles": 17, "valid_direction": 4.83333333333332}}
good_angle_max35.64433197185651
good_angle_mean10.277206770555429
good_angle_median0.7418744038601746
good_angle_min0.15271570187640776
reward_max0.02414321799436584
reward_mean-5.639683167264414
reward_median-2.2807499980605725
reward_min-17.04080068322009
survival_time_max16.666666666666654
survival_time_mean11.079999999999984
survival_time_min1.9666666666666697
traveled_tiles_max17
traveled_tiles_mean11.2
traveled_tiles_median15
traveled_tiles_min3
valid_direction_max4.83333333333332
valid_direction_mean2.0999999999999956
valid_direction_median2.0999999999999934
valid_direction_min0.33333333333333437
No reset possible
112511305Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationsuccessnorudolf-50:04:42
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other stats
simulation-passed1
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112401303Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-vizsuccessyesrudolf-50:04:31
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driven_lanedir_median4.247947866530568
deviation-center-line_median0.4327948281734701
in-drivable-lane_median0.33333333333333215


other stats
deviation-center-line_max0.8951573984927605
deviation-center-line_mean0.5294639676056159
deviation-center-line_min0.2553864082264141
deviation-heading_max2.5086434238842648
deviation-heading_mean1.7176914721650511
deviation-heading_median1.3764712107670771
deviation-heading_min0.935815621123276
driven_any_max9.83643308694634
driven_any_mean5.49635327088284
driven_any_median4.3797351459243234
driven_any_min2.1044204655967538
driven_lanedir_max9.247955113262256
driven_lanedir_mean5.215254784547498
driven_lanedir_min1.8076115267915815
in-drivable-lane_max0.7999999999999972
in-drivable-lane_mean0.3466666666666658
in-drivable-lane_min0.033333333333333215
per-episodes
details{"ep000": {"driven_any": 2.4350440530543422, "driven_lanedir": 2.1641183480391843, "in-drivable-lane": 0.5, "deviation-heading": 0.935815621123276, "deviation-center-line": 0.2553864082264141}, "ep001": {"driven_any": 2.1044204655967538, "driven_lanedir": 1.8076115267915815, "in-drivable-lane": 0.33333333333333215, "deviation-heading": 1.3764712107670771, "deviation-center-line": 0.3623346537121123}, "ep002": {"driven_any": 9.83643308694634, "driven_lanedir": 9.247955113262256, "in-drivable-lane": 0.7999999999999972, "deviation-heading": 2.4644149719140565, "deviation-center-line": 0.8951573984927605}, "ep003": {"driven_any": 4.3797351459243234, "driven_lanedir": 4.247947866530568, "in-drivable-lane": 0.06666666666666643, "deviation-heading": 1.3031121331365825, "deviation-center-line": 0.4327948281734701}, "ep004": {"driven_any": 8.726133602892439, "driven_lanedir": 8.608641068113897, "in-drivable-lane": 0.033333333333333215, "deviation-heading": 2.5086434238842648, "deviation-center-line": 0.701646549423322}}
No reset possible
112331304Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step3-videossuccessyesrudolf-50:04:12
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other stats
videos1
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112201304Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-50:00:24
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.025241015423089267, "good_angle": 0.5660956539852379, "survival_time": 16.666666666666654, "traveled_tiles": 16, "valid_direction": 1.3333333333333302}, "ep001": {"nsteps": 500, "reward": -0.3052277488233522, "good_angle": 41.3027307319338, "survival_time": 16.666666666666654, "traveled_tiles": 17, "valid_direction": 5.600000000000018}, "ep002": {"nsteps": 500, "reward": -0.10230048004770652, "good_angle": 0.6659104569093917, "survival_time": 16.666666666666654, "traveled_tiles": 16, "valid_direction": 1.9666666666666597}, "ep003": {"nsteps": 500, "reward": -0.06712517729547107, "good_angle": 0.4061192818354377, "survival_time": 16.666666666666654, "traveled_tiles": 16, "valid_direction": 0.9333333333333308}, "ep004": {"nsteps": 500, "reward": -0.3235300897718407, "good_angle": 41.2754370289088, "survival_time": 16.666666666666654, "traveled_tiles": 17, "valid_direction": 5.099999999999985}}
good_angle_max41.3027307319338
good_angle_mean16.843258630714534
good_angle_median0.6659104569093917
good_angle_min0.4061192818354377
reward_max-0.025241015423089267
reward_mean-0.16468490227229196
reward_median-0.10230048004770652
reward_min-0.3235300897718407
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max17
traveled_tiles_mean16.4
traveled_tiles_median16
traveled_tiles_min16
valid_direction_max5.600000000000018
valid_direction_mean2.986666666666665
valid_direction_median1.9666666666666597
valid_direction_min0.9333333333333308
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112151304Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationsuccessnorudolf-50:07:59
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simulation-passed1
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112021303Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step3-videossuccessyesrudolf-50:02:41
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videos1
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111931303Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-50:00:26
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survival_time_median7.333333333333317


other stats
episodes
details{"ep000": {"nsteps": 135, "reward": -7.617946757625624, "good_angle": 0.24914791547711929, "survival_time": 4.499999999999994, "traveled_tiles": 5, "valid_direction": 0.5999999999999985}, "ep001": {"nsteps": 149, "reward": -7.085851560353032, "good_angle": 10.035174620388348, "survival_time": 4.966666666666659, "traveled_tiles": 5, "valid_direction": 1.8999999999999992}, "ep002": {"nsteps": 500, "reward": -0.12116984189208596, "good_angle": 0.6114449517312698, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 1.6333333333333275}, "ep003": {"nsteps": 220, "reward": -4.690160607782045, "good_angle": 0.18338344049862731, "survival_time": 7.333333333333317, "traveled_tiles": 8, "valid_direction": 0.3999999999999986}, "ep004": {"nsteps": 500, "reward": -0.31342388660390863, "good_angle": 33.864049863006905, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 4.833333333333349}}
good_angle_max33.864049863006905
good_angle_mean8.988640158220454
good_angle_median0.6114449517312698
good_angle_min0.18338344049862731
reward_max-0.12116984189208596
reward_mean-3.9657105308513385
reward_median-4.690160607782045
reward_min-7.617946757625624
survival_time_max16.666666666666654
survival_time_mean10.026666666666651
survival_time_min4.499999999999994
traveled_tiles_max18
traveled_tiles_mean10.8
traveled_tiles_median8
traveled_tiles_min5
valid_direction_max4.833333333333349
valid_direction_mean1.8733333333333348
valid_direction_median1.6333333333333275
valid_direction_min0.3999999999999986
No reset possible
111771302Anton Mashikhin 🇷🇺Template for ROS Submissionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-50:02:02
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driven_lanedir_median0.5323895106250947
deviation-center-line_median0.2069133082272764
in-drivable-lane_median1.7666666666666604


other stats
deviation-center-line_max0.5467131081696794
deviation-center-line_mean0.2602226065031052
deviation-center-line_min0.109306961893104
deviation-heading_max1.742323630223919
deviation-heading_mean1.1567573530878712
deviation-heading_median1.3282976503274275
deviation-heading_min0.24355646859871627
driven_any_max2.1899668958618665
driven_any_mean0.991835190048022
driven_any_median0.9696925230542558
driven_any_min0.3178171092322331
driven_lanedir_max0.7169311640978855
driven_lanedir_mean0.45386049169510273
driven_lanedir_min0.04178689899496413
in-drivable-lane_max6.533333333333311
in-drivable-lane_mean2.1733333333333262
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.3178171092322331, "driven_lanedir": 0.04178689899496413, "in-drivable-lane": 0.633333333333334, "deviation-heading": 1.3282976503274275, "deviation-center-line": 0.109306961893104}, "ep001": {"driven_any": 1.1502565226532864, "driven_lanedir": 0.6512425203302821, "in-drivable-lane": 1.7666666666666604, "deviation-heading": 1.5861269978141073, "deviation-center-line": 0.30358180641808197}, "ep002": {"driven_any": 0.3314428994384689, "driven_lanedir": 0.32695236442728737, "in-drivable-lane": 0, "deviation-heading": 0.24355646859871627, "deviation-center-line": 0.1345978478073843}, "ep003": {"driven_any": 2.1899668958618665, "driven_lanedir": 0.7169311640978855, "in-drivable-lane": 6.533333333333311, "deviation-heading": 1.742323630223919, "deviation-center-line": 0.5467131081696794}, "ep004": {"driven_any": 0.9696925230542558, "driven_lanedir": 0.5323895106250947, "in-drivable-lane": 1.9333333333333265, "deviation-heading": 0.8834820184751857, "deviation-center-line": 0.2069133082272764}}
No reset possible
111741302Anton Mashikhin 🇷🇺Template for ROS Submissionaido1_LF1_r3-v3step3-videossuccessyesrudolf-50:01:21
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videos1
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111691302Anton Mashikhin 🇷🇺Template for ROS Submissionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-50:00:21
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survival_time_median4.66666666666666


other stats
episodes
details{"ep000": {"nsteps": 50, "reward": -20.329378296332433, "good_angle": 1.468160510939434, "survival_time": 1.6666666666666683, "traveled_tiles": 1, "valid_direction": 1.4000000000000017}, "ep001": {"nsteps": 171, "reward": -7.239350287157944, "good_angle": 12.220765922292202, "survival_time": 5.6999999999999895, "traveled_tiles": 2, "valid_direction": 3.066666666666656}, "ep002": {"nsteps": 49, "reward": -20.82356342794944, "good_angle": 0.0475471341694313, "survival_time": 1.633333333333335, "traveled_tiles": 2, "valid_direction": 0.03333333333333344}, "ep003": {"nsteps": 328, "reward": -3.9637742684987263, "good_angle": 3.5554145744831076, "survival_time": 10.933333333333303, "traveled_tiles": 4, "valid_direction": 4.066666666666658}, "ep004": {"nsteps": 140, "reward": -8.124590363497763, "good_angle": 1.3339038883512928, "survival_time": 4.66666666666666, "traveled_tiles": 2, "valid_direction": 3.366666666666659}}
good_angle_max12.220765922292202
good_angle_mean3.725158406047094
good_angle_median1.468160510939434
good_angle_min0.0475471341694313
reward_max-3.9637742684987263
reward_mean-12.09613132868726
reward_median-8.124590363497763
reward_min-20.82356342794944
survival_time_max10.933333333333303
survival_time_mean4.919999999999992
survival_time_min1.633333333333335
traveled_tiles_max4
traveled_tiles_mean2.2
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max4.066666666666658
valid_direction_mean2.386666666666662
valid_direction_median3.066666666666656
valid_direction_min0.03333333333333344
No reset possible
111571301Anton Mashikhin 🇷🇺Template for ROS Submissionaido1_LF1_r3-v3step3-videossuccessyesrudolf-50:01:37
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videos1
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111451301Anton Mashikhin 🇷🇺Template for ROS Submissionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-50:00:24
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survival_time_median4.033333333333329


other stats
episodes
details{"ep000": {"nsteps": 60, "reward": -16.986505389073862, "good_angle": 0.9061986341032228, "survival_time": 2.0000000000000027, "traveled_tiles": 1, "valid_direction": 1.7666666666666693}, "ep001": {"nsteps": 175, "reward": -7.165024964154831, "good_angle": 16.00891330525849, "survival_time": 5.833333333333322, "traveled_tiles": 2, "valid_direction": 3.9333333333333234}, "ep002": {"nsteps": 121, "reward": -8.572560073753957, "good_angle": 0.1181062316229642, "survival_time": 4.033333333333329, "traveled_tiles": 3, "valid_direction": 0.13333333333333286}, "ep003": {"nsteps": 183, "reward": -6.431596156241515, "good_angle": 1.08940483738514, "survival_time": 6.099999999999988, "traveled_tiles": 3, "valid_direction": 3.099999999999989}, "ep004": {"nsteps": 28, "reward": -36.25624855714185, "good_angle": 0.18152285177428645, "survival_time": 0.9333333333333332, "traveled_tiles": 1, "valid_direction": 0.4666666666666666}}
good_angle_max16.00891330525849
good_angle_mean3.66082917202882
good_angle_median0.9061986341032228
good_angle_min0.1181062316229642
reward_max-6.431596156241515
reward_mean-15.082387028073205
reward_median-8.572560073753957
reward_min-36.25624855714185
survival_time_max6.099999999999988
survival_time_mean3.779999999999995
survival_time_min0.9333333333333332
traveled_tiles_max3
traveled_tiles_mean2
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max3.9333333333333234
valid_direction_mean1.879999999999996
valid_direction_median1.7666666666666693
valid_direction_min0.13333333333333286
No reset possible
111311300Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationfailednorudolf-50:00:52
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 127, in run
    solve(params, cis)
  File "solution.py", line 89, in solve
    cis.info('Logging. %s %s %s ' % (str(env.unwrapped.robot_speed), str(env.unwrapped.cur_pos), str(env.unwrapped.cur_angle)))
AttributeError: 'SimpleSimAgentEnv' object has no attribute 'robot_speed'


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111291299Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationfailednorudolf-50:00:48
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 127, in run
    solve(params, cis)
  File "solution.py", line 72, in solve
    env = make_env(config, debug=debug)
  File "solution.py", line 38, in make_env
    env = wrp.Act(wrp.ChannelsFirstWrapper(wrp.FrameStack(wrp.PreprocessFrameWrapper(wrp.UndistortWrapper(wrp.SkipEnv(env, skip=config['frame_skip']))))))
AttributeError: 'module' object has no attribute 'UndistortWrapper'


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111161298Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationfailednorudolf-50:00:48
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 128, in run
    solve(params, cis)
  File "solution.py", line 73, in solve
    env = make_env(config, debug=debug)
  File "solution.py", line 38, in make_env
    env = wrp.Act(wrp.ChannelsFirstWrapper(wrp.FrameStack(wrp.PreprocessFrameWrapper(wrp.UndistortWrapper(wrp.SkipEnv(env, skip=config['frame_skip']))))))
  File "/workspace/wrappers.py", line 392, in __init__
    assert env.unwrapped.distortion, "Distortion is false, no need for this wrapper"
AttributeError: 'SimpleSimAgentEnv' object has no attribute 'distortion'


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111131297Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-vizsuccessyesrudolf-50:08:14
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driven_lanedir_median4.051829096858754
deviation-center-line_median0.92971426400998
in-drivable-lane_median0.09999999999999964


other stats
deviation-center-line_max0.942361718872175
deviation-center-line_mean0.8572808146222097
deviation-center-line_min0.6352737923652181
deviation-heading_max4.154968182851831
deviation-heading_mean3.0043615237383805
deviation-heading_median3.2100480227248354
deviation-heading_min1.448995458537678
driven_any_max4.685052912313802
driven_any_mean4.268651858623994
driven_any_median4.270000785139785
driven_any_min3.6056512932929903
driven_lanedir_max4.666314634594814
driven_lanedir_mean4.092641922881887
driven_lanedir_min3.3140298965753785
in-drivable-lane_max1.2666666666666664
in-drivable-lane_mean0.3999999999999994
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 4.270000785139785, "driven_lanedir": 3.9149195004453623, "in-drivable-lane": 1.2666666666666664, "deviation-heading": 3.4530617576225806, "deviation-center-line": 0.92971426400998}, "ep001": {"driven_any": 3.6056512932929903, "driven_lanedir": 3.3140298965753785, "in-drivable-lane": 0.5666666666666647, "deviation-heading": 4.154968182851831, "deviation-center-line": 0.942361718872175}, "ep002": {"driven_any": 4.151214909073667, "driven_lanedir": 4.051829096858754, "in-drivable-lane": 0.09999999999999964, "deviation-heading": 2.7547341969549755, "deviation-center-line": 0.8444769561548144}, "ep003": {"driven_any": 4.631339393299723, "driven_lanedir": 4.516116485935129, "in-drivable-lane": 0.06666666666666643, "deviation-heading": 3.2100480227248354, "deviation-center-line": 0.9345773417088612}, "ep004": {"driven_any": 4.685052912313802, "driven_lanedir": 4.666314634594814, "in-drivable-lane": 0, "deviation-heading": 1.448995458537678, "deviation-center-line": 0.6352737923652181}}
No reset possible
111011297Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step3-videossuccessyesrudolf-50:02:32
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other stats
videos1
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110821296Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-50:00:20
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.13191250260279047, "good_angle": 0.9342887944446808, "survival_time": 16.666666666666654, "traveled_tiles": 8, "valid_direction": 2.233333333333327}, "ep001": {"nsteps": 500, "reward": -0.3301688215431059, "good_angle": 31.76286504283027, "survival_time": 16.666666666666654, "traveled_tiles": 9, "valid_direction": 5.76666666666666}, "ep002": {"nsteps": 500, "reward": -0.025698846134357155, "good_angle": 0.711488019133847, "survival_time": 16.666666666666654, "traveled_tiles": 8, "valid_direction": 1.86666666666666}, "ep003": {"nsteps": 500, "reward": -0.13875287239276804, "good_angle": 0.7780243634004977, "survival_time": 16.666666666666654, "traveled_tiles": 9, "valid_direction": 1.933333333333341}, "ep004": {"nsteps": 500, "reward": -0.3089834259635536, "good_angle": 37.28687603320567, "survival_time": 16.666666666666654, "traveled_tiles": 10, "valid_direction": 4.599999999999984}}
good_angle_max37.28687603320567
good_angle_mean14.294708450602991
good_angle_median0.9342887944446808
good_angle_min0.711488019133847
reward_max-0.025698846134357155
reward_mean-0.18710329372731505
reward_median-0.13875287239276804
reward_min-0.3301688215431059
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max10
traveled_tiles_mean8.8
traveled_tiles_median9
traveled_tiles_min8
valid_direction_max5.76666666666666
valid_direction_mean3.279999999999994
valid_direction_median2.233333333333327
valid_direction_min1.86666666666666
No reset possible
110741296Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationsuccessnorudolf-50:07:24
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other stats
simulation-passed1
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110661295Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-vizsuccessyesrudolf-50:05:14
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driven_lanedir_median3.910996529633443
deviation-center-line_median0.804829668110413
in-drivable-lane_median0.033333333333333215


other stats
deviation-center-line_max1.039879518692922
deviation-center-line_mean0.7667227890186241
deviation-center-line_min0.3222291105867537
deviation-heading_max3.2571936050662273
deviation-heading_mean2.1809540644258907
deviation-heading_median2.6458401641549094
deviation-heading_min0.9822962818116744
driven_any_max5.123266602593036
driven_any_mean3.5595592135593237
driven_any_median4.272131146626368
driven_any_min1.5077016675170083
driven_lanedir_max5.10905363944258
driven_lanedir_mean3.432994515958099
driven_lanedir_min1.4595445026629377
in-drivable-lane_max1.0999999999999994
in-drivable-lane_mean0.25999999999999973
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 4.272131146626368, "driven_lanedir": 3.910996529633443, "in-drivable-lane": 1.0999999999999994, "deviation-heading": 3.2571936050662273, "deviation-center-line": 1.039879518692922}, "ep001": {"driven_any": 2.1447119551227667, "driven_lanedir": 2.0224400944249012, "in-drivable-lane": 0.13333333333333286, "deviation-heading": 2.6585454794779535, "deviation-center-line": 0.7527271103559265}, "ep002": {"driven_any": 1.5077016675170083, "driven_lanedir": 1.4595445026629377, "in-drivable-lane": 0.033333333333333215, "deviation-heading": 1.3608947916186889, "deviation-center-line": 0.3222291105867537}, "ep003": {"driven_any": 4.74998469593744, "driven_lanedir": 4.66293781362663, "in-drivable-lane": 0.033333333333333215, "deviation-heading": 2.6458401641549094, "deviation-center-line": 0.804829668110413}, "ep004": {"driven_any": 5.123266602593036, "driven_lanedir": 5.10905363944258, "in-drivable-lane": 0, "deviation-heading": 0.9822962818116744, "deviation-center-line": 0.9139485373471052}}
No reset possible
110561295Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step3-videossuccessyesrudolf-50:01:55
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other stats
videos1
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110511295Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-50:00:21
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.12137116433726625, "good_angle": 1.0419096888881556, "survival_time": 16.666666666666654, "traveled_tiles": 8, "valid_direction": 2.633333333333326}, "ep001": {"nsteps": 303, "reward": -3.62843049893931, "good_angle": 15.400139654029603, "survival_time": 10.099999999999977, "traveled_tiles": 5, "valid_direction": 3.1666666666666554}, "ep002": {"nsteps": 186, "reward": -5.627489280993975, "good_angle": 0.27681601352758295, "survival_time": 6.199999999999988, "traveled_tiles": 4, "valid_direction": 0.7333333333333307}, "ep003": {"nsteps": 500, "reward": -0.18406181560666304, "good_angle": 0.7270384677449752, "survival_time": 16.666666666666654, "traveled_tiles": 9, "valid_direction": 1.6666666666666732}, "ep004": {"nsteps": 500, "reward": -0.04293484631704632, "good_angle": 40.92457506370659, "survival_time": 16.666666666666654, "traveled_tiles": 10, "valid_direction": 4.633333333333317}}
good_angle_max40.92457506370659
good_angle_mean11.674095777579382
good_angle_median1.0419096888881556
good_angle_min0.27681601352758295
reward_max-0.04293484631704632
reward_mean-1.920857521238852
reward_median-0.18406181560666304
reward_min-5.627489280993975
survival_time_max16.666666666666654
survival_time_mean13.259999999999986
survival_time_min6.199999999999988
traveled_tiles_max10
traveled_tiles_mean7.2
traveled_tiles_median8
traveled_tiles_min4
valid_direction_max4.633333333333317
valid_direction_mean2.56666666666666
valid_direction_median2.633333333333326
valid_direction_min0.7333333333333307
No reset possible
110421294Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationfailednorudolf-50:00:43
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 126, in run
    solve(params, cis)
  File "solution.py", line 72, in solve
    env = make_env(config, debug=debug)
  File "solution.py", line 38, in make_env
    env = wrp.Act(wrp.ChannelsFirstWrapper(wrp.FrameStack(wrp.PreprocessFrameWrapper(wrp.UndistortWrapper(wrp.SkipEnv(env, skip=config['frame_skip']))))))
  File "/workspace/wrappers.py", line 392, in __init__
    assert env.unwrapped.distortion, "Distortion is false, no need for this wrapper"
AttributeError: 'SimpleSimAgentEnv' object has no attribute 'distortion'


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110361293Dzenan LapandicLFV bd testaido1_LFV_r1-v3step4-vizsuccessnorudolf-50:03:37
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deviation-center-line_median0.44433964314315433
in-drivable-lane_median0.033333333333333215


other stats
deviation-center-line_max0.5512591199175949
deviation-center-line_mean0.4645859205989189
deviation-center-line_min0.39335855914159346
deviation-heading_max3.5598471575751542
deviation-heading_mean1.764030711792994
deviation-heading_median1.381299485180658
deviation-heading_min1.1199561623878598
driven_any_max1.49079583364818
driven_any_mean1.1297417190774648
driven_any_median1.2306824401524008
driven_any_min0.6871560381108496
driven_lanedir_max1.450214316231856
driven_lanedir_mean0.9909222089183176
driven_lanedir_median1.1890923792085335
driven_lanedir_min0.1581492283862641
in-drivable-lane_max2.7333333333333316
in-drivable-lane_mean0.5599999999999996
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.6871560381108496, "driven_lanedir": 0.1581492283862641, "in-drivable-lane": 2.7333333333333316, "deviation-heading": 3.5598471575751542, "deviation-center-line": 0.4027841572493933}, "ep001": {"driven_any": 0.8036306246797625, "driven_lanedir": 0.7607355319904787, "in-drivable-lane": 0, "deviation-heading": 1.1199561623878598, "deviation-center-line": 0.39335855914159346}, "ep002": {"driven_any": 1.2306824401524008, "driven_lanedir": 1.1890923792085335, "in-drivable-lane": 0.033333333333333215, "deviation-heading": 1.381299485180658, "deviation-center-line": 0.5512591199175949}, "ep003": {"driven_any": 1.49079583364818, "driven_lanedir": 1.450214316231856, "in-drivable-lane": 0.033333333333333215, "deviation-heading": 1.3004450133719043, "deviation-center-line": 0.5311881235428586}, "ep004": {"driven_any": 1.4364436587961311, "driven_lanedir": 1.3964195887744555, "in-drivable-lane": 0, "deviation-heading": 1.458605740449393, "deviation-center-line": 0.44433964314315433}}
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110271293Dzenan LapandicLFV bd testaido1_LFV_r1-v3step3-videossuccessyesrudolf-50:01:34
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other stats
videos1
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110221293Dzenan LapandicLFV bd testaido1_LFV_r1-v3step2-scoringsuccessyesrudolf-50:00:20
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survival_time_median10.633333333333306


other stats
episodes
details{"ep000": {"nsteps": 179, "reward": -7.248710109878269, "good_angle": 10.627331976833926, "survival_time": 5.966666666666655, "traveled_tiles": 1, "valid_direction": 5.266666666666655}, "ep001": {"nsteps": 209, "reward": -5.0600387267233655, "good_angle": 1.184123936080564, "survival_time": 6.966666666666652, "traveled_tiles": 3, "valid_direction": 1.2999999999999954}, "ep002": {"nsteps": 319, "reward": -3.38833040183521, "good_angle": 2.451607556109596, "survival_time": 10.633333333333306, "traveled_tiles": 3, "valid_direction": 1.3666666666666618}, "ep003": {"nsteps": 386, "reward": -2.7739159322207936, "good_angle": 2.434990919949518, "survival_time": 12.866666666666632, "traveled_tiles": 4, "valid_direction": 1.3666666666666618}, "ep004": {"nsteps": 372, "reward": -2.8408372522867222, "good_angle": 3.1134733827407173, "survival_time": 12.399999999999968, "traveled_tiles": 4, "valid_direction": 1.499999999999995}}
good_angle_max10.627331976833926
good_angle_mean3.962305554342864
good_angle_median2.451607556109596
good_angle_min1.184123936080564
reward_max-2.7739159322207936
reward_mean-4.262366484588872
reward_median-3.38833040183521
reward_min-7.248710109878269
survival_time_max12.866666666666632
survival_time_mean9.766666666666644
survival_time_min5.966666666666655
traveled_tiles_max4
traveled_tiles_mean3
traveled_tiles_median3
traveled_tiles_min1
valid_direction_max5.266666666666655
valid_direction_mean2.159999999999994
valid_direction_median1.3666666666666618
valid_direction_min1.2999999999999954
No reset possible
110161292Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationfailednorudolf-50:00:36
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 124, in run
    solve(params, cis)
  File "solution.py", line 69, in solve
    env = make_env(config, debug=debug)
  File "solution.py", line 40, in make_env
    env = BaseWrapper(env)
  File "/workspace/wrappers.py", line 280, in __init__
    self.cur_pos = self._env.cur_pos
AttributeError: 'TimeLimit' object has no attribute 'cur_pos'


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110021290Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-50:06:42
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driven_lanedir_median1.567528656397519
deviation-center-line_median1.0314261754372154
in-drivable-lane_median1.8000000000000025


other stats
deviation-center-line_max1.1495890962817945
deviation-center-line_mean0.9690856088373276
deviation-center-line_min0.6766247807849696
deviation-heading_max3.941604068378368
deviation-heading_mean2.2824951855297098
deviation-heading_median2.29469239931807
deviation-heading_min0.490186778431544
driven_any_max1.77870780337893
driven_any_mean1.7786930581721971
driven_any_median1.7786958483229494
driven_any_min1.778665937185382
driven_lanedir_max1.7755630287738702
driven_lanedir_mean1.5640709458206878
driven_lanedir_min1.3262672930289792
in-drivable-lane_max3.733333333333355
in-drivable-lane_mean1.5133333333333367
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.7787039960005906, "driven_lanedir": 1.567528656397519, "in-drivable-lane": 1.8000000000000025, "deviation-heading": 1.5419265634410058, "deviation-center-line": 0.6766247807849696}, "ep001": {"driven_any": 1.778665937185382, "driven_lanedir": 1.3262672930289792, "in-drivable-lane": 3.733333333333355, "deviation-heading": 3.1440661180795613, "deviation-center-line": 1.1495890962817945}, "ep002": {"driven_any": 1.778691705973134, "driven_lanedir": 1.4091608907992712, "in-drivable-lane": 2.033333333333326, "deviation-heading": 3.941604068378368, "deviation-center-line": 1.0314261754372154}, "ep003": {"driven_any": 1.77870780337893, "driven_lanedir": 1.7755630287738702, "in-drivable-lane": 0, "deviation-heading": 0.490186778431544, "deviation-center-line": 0.8534399105921283}, "ep004": {"driven_any": 1.7786958483229494, "driven_lanedir": 1.741834860103799, "in-drivable-lane": 0, "deviation-heading": 2.29469239931807, "deviation-center-line": 1.1343480810905304}}
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109951290Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessnorudolf-50:11:37
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simulation-passed1
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109871289Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-50:04:29
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.5155811812859029, "good_angle": 3.628556763100416, "survival_time": 16.666666666666654, "traveled_tiles": 8, "valid_direction": 6.0333333333333155}, "ep001": {"nsteps": 500, "reward": -1.782332134154145, "good_angle": 61.04875597771131, "survival_time": 16.666666666666654, "traveled_tiles": 9, "valid_direction": 10.7}, "ep002": {"nsteps": 500, "reward": -0.5043799358881078, "good_angle": 3.598961650239402, "survival_time": 16.666666666666654, "traveled_tiles": 9, "valid_direction": 5.999999999999988}, "ep003": {"nsteps": 500, "reward": -0.056422112440224735, "good_angle": 1.5037491973700476, "survival_time": 16.666666666666654, "traveled_tiles": 9, "valid_direction": 2.1666666666666945}, "ep004": {"nsteps": 500, "reward": -1.9298303503713103, "good_angle": 52.81007762986282, "survival_time": 16.666666666666654, "traveled_tiles": 8, "valid_direction": 7.099999999999975}}
good_angle_max61.04875597771131
good_angle_mean24.5180202436568
good_angle_median3.628556763100416
good_angle_min1.5037491973700476
reward_max-0.056422112440224735
reward_mean-0.957709142827938
reward_median-0.5155811812859029
reward_min-1.9298303503713103
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max9
traveled_tiles_mean8.6
traveled_tiles_median9
traveled_tiles_min8
valid_direction_max10.7
valid_direction_mean6.399999999999993
valid_direction_median6.0333333333333155
valid_direction_min2.1666666666666945
No reset possible
109661283Claudio RuchBig Fleet Controlleraido1_amod_fleet_size_r1-v3step1-simulationerrornorudolf-50:11:41
Timeout: Waited 601 [...]
Timeout:

Waited 601.384902954 for container to finish. Giving up. 
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109641282Yun Chen 🇨🇦PyTorch templateaido1_LF1_r3-v3step4-vizsuccessyesrudolf-50:05:00
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driven_lanedir_median-1.05985247177248
deviation-center-line_median0.32463013910329175
in-drivable-lane_median8.23333333333332


other stats
deviation-center-line_max1.2229848197846576
deviation-center-line_mean0.5013585011463242
deviation-center-line_min0.18421462158296809
deviation-heading_max6.639256027638261
deviation-heading_mean6.130316773672168
deviation-heading_median6.587348625790274
deviation-heading_min4.253182461720226
driven_any_max3.317636741607105
driven_any_mean3.31763674160709
driven_any_median3.317636741607098
driven_any_min3.3176367416070653
driven_lanedir_max-0.8727849850798894
driven_lanedir_mean-1.0237415377242507
driven_lanedir_min-1.0652501105207834
in-drivable-lane_max10.466666666666663
in-drivable-lane_mean8.686666666666657
in-drivable-lane_min8.233333333333318
per-episodes
details{"ep000": {"driven_any": 3.317636741607105, "driven_lanedir": -0.8727849850798894, "in-drivable-lane": 10.466666666666663, "deviation-heading": 4.253182461720226, "deviation-center-line": 1.2229848197846576}, "ep001": {"driven_any": 3.3176367416070653, "driven_lanedir": -1.0585760658647092, "in-drivable-lane": 8.23333333333332, "deviation-heading": 6.639256027638261, "deviation-center-line": 0.4939995088117161}, "ep002": {"driven_any": 3.317636741607098, "driven_lanedir": -1.0622440553833916, "in-drivable-lane": 8.23333333333332, "deviation-heading": 6.60795448532735, "deviation-center-line": 0.28096341644898776}, "ep003": {"driven_any": 3.317636741607083, "driven_lanedir": -1.05985247177248, "in-drivable-lane": 8.266666666666653, "deviation-heading": 6.563842267884727, "deviation-center-line": 0.18421462158296809}, "ep004": {"driven_any": 3.3176367416071, "driven_lanedir": -1.0652501105207834, "in-drivable-lane": 8.233333333333318, "deviation-heading": 6.587348625790274, "deviation-center-line": 0.32463013910329175}}
No reset possible
109541282Yun Chen 🇨🇦PyTorch templateaido1_LF1_r3-v3step3-videossuccessyesrudolf-50:01:53
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other stats
videos1
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109481282Yun Chen 🇨🇦PyTorch templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-50:02:26
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.966810409963131, "good_angle": 47.08330822850749, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 14.233333333333322}, "ep001": {"nsteps": 500, "reward": -1.300191262960434, "good_angle": 13.8317262841996, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 13.099999999999993}, "ep002": {"nsteps": 500, "reward": -1.117795492440462, "good_angle": 13.808909540839275, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 12.933333333333326}, "ep003": {"nsteps": 500, "reward": -0.9294596527849426, "good_angle": 13.819737231108473, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 12.96666666666666}, "ep004": {"nsteps": 500, "reward": -1.163820459574461, "good_angle": 13.824014957850544, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 13.09999999999999}}
good_angle_max47.08330822850749
good_angle_mean20.473539248501076
good_angle_median13.824014957850544
good_angle_min13.808909540839275
reward_max-0.9294596527849426
reward_mean-1.0956154555446862
reward_median-1.117795492440462
reward_min-1.300191262960434
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_max14.233333333333322
valid_direction_mean13.266666666666657
valid_direction_median13.09999999999999
valid_direction_min12.933333333333326
No reset possible
109391281Yun Chen 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step4-vizsuccessyesrudolf-50:02:55
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driven_lanedir_median-0.1277084947325524
deviation-center-line_median0.21813380591001513
in-drivable-lane_median4.899999999999988


other stats
deviation-center-line_max0.380914912819748
deviation-center-line_mean0.2305222638710954
deviation-center-line_min0.08042209529634169
deviation-heading_max6.695251918755404
deviation-heading_mean2.968397790615076
deviation-heading_median2.3803439804106667
deviation-heading_min0.7340334522927733
driven_any_max1.147514414161098
driven_any_mean0.6321277046803103
driven_any_median0.6292780798715786
driven_any_min0.1451745708877611
driven_lanedir_max-0.03062263736441606
driven_lanedir_mean-0.16399291768892374
driven_lanedir_min-0.38661333766655104
in-drivable-lane_max13.69999999999998
in-drivable-lane_mean5.933333333333326
in-drivable-lane_min1.0333333333333348
per-episodes
details{"ep000": {"driven_any": 1.147514414161098, "driven_lanedir": -0.1277084947325524, "in-drivable-lane": 13.69999999999998, "deviation-heading": 2.3803439804106667, "deviation-center-line": 0.380914912819748}, "ep001": {"driven_any": 0.24250416908067615, "driven_lanedir": -0.0847419274714194, "in-drivable-lane": 1.9333333333333311, "deviation-heading": 1.408962372196319, "deviation-center-line": 0.1930310368565834}, "ep002": {"driven_any": 0.9961672894004376, "driven_lanedir": -0.38661333766655104, "in-drivable-lane": 8.099999999999996, "deviation-heading": 6.695251918755404, "deviation-center-line": 0.2801094684727889}, "ep003": {"driven_any": 0.6292780798715786, "driven_lanedir": -0.1902781912096798, "in-drivable-lane": 4.899999999999988, "deviation-heading": 3.6233972294202177, "deviation-center-line": 0.21813380591001513}, "ep004": {"driven_any": 0.1451745708877611, "driven_lanedir": -0.03062263736441606, "in-drivable-lane": 1.0333333333333348, "deviation-heading": 0.7340334522927733, "deviation-center-line": 0.08042209529634169}}
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109301281Yun Chen 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step3-videossuccessyesrudolf-50:02:21
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videos1
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109281281Yun Chen 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-50:00:26
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survival_time_median9.566666666666643


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -1.1789177468200214, "good_angle": 52.8257833360501, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 14.466666666666653}, "ep001": {"nsteps": 113, "reward": -10.744224535152975, "good_angle": 3.067664796680797, "survival_time": 3.766666666666663, "traveled_tiles": 1, "valid_direction": 2.899999999999997}, "ep002": {"nsteps": 500, "reward": -1.1421123770271078, "good_angle": 13.471365841535407, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 12.83333333333332}, "ep003": {"nsteps": 287, "reward": -5.003585959356343, "good_angle": 7.97969443692576, "survival_time": 9.566666666666643, "traveled_tiles": 1, "valid_direction": 7.433333333333315}, "ep004": {"nsteps": 59, "reward": -18.741837305537725, "good_angle": 1.642058174013297, "survival_time": 1.9666666666666697, "traveled_tiles": 1, "valid_direction": 1.4666666666666688}}
good_angle_max52.8257833360501
good_angle_mean15.79731331704107
good_angle_median7.97969443692576
good_angle_min1.642058174013297
reward_max-1.1421123770271078
reward_mean-7.3621355847788355
reward_median-5.003585959356343
reward_min-18.741837305537725
survival_time_max16.666666666666654
survival_time_mean9.726666666666656
survival_time_min1.9666666666666697
traveled_tiles_max1
traveled_tiles_mean1
traveled_tiles_median1
traveled_tiles_min1
valid_direction_max14.466666666666653
valid_direction_mean7.8199999999999905
valid_direction_median7.433333333333315
valid_direction_min1.4666666666666688
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109221281Yun Chen 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step1-simulationsuccessnorudolf-50:07:51
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simulation-passed1
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109061280Yun Chen 🇨🇦Random executionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-50:02:28
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driven_lanedir_median1.0912619516892297
deviation-center-line_median0.35434867307286394
in-drivable-lane_median0.09999999999999964


other stats
deviation-center-line_max0.5503217644623789
deviation-center-line_mean0.3430555191422603
deviation-center-line_min0.19008849208663176
deviation-heading_max3.5738141012812856
deviation-heading_mean1.5780346998192003
deviation-heading_median1.6281599088608705
deviation-heading_min0.17673821454925606
driven_any_max1.600431044772758
driven_any_mean0.8967643246163399
driven_any_median1.0949819717424556
driven_any_min0.2573432846425337
driven_lanedir_max1.2646710312972245
driven_lanedir_mean0.7693333122921573
driven_lanedir_min0.1261801357102449
in-drivable-lane_max0.7999999999999972
in-drivable-lane_mean0.2999999999999994
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.3483184683821576, "driven_lanedir": 0.1261801357102449, "in-drivable-lane": 0.6, "deviation-heading": 2.035647668091897, "deviation-center-line": 0.19008849208663176}, "ep001": {"driven_any": 0.2573432846425337, "driven_lanedir": 0.2561200256083098, "in-drivable-lane": 0, "deviation-heading": 0.17673821454925606, "deviation-center-line": 0.20420172648538432}, "ep002": {"driven_any": 1.182746853541795, "driven_lanedir": 1.1084334171557773, "in-drivable-lane": 0.09999999999999964, "deviation-heading": 1.6281599088608705, "deviation-center-line": 0.35434867307286394}, "ep003": {"driven_any": 1.0949819717424556, "driven_lanedir": 1.0912619516892297, "in-drivable-lane": 0, "deviation-heading": 0.4758136063126942, "deviation-center-line": 0.4163169396040424}, "ep004": {"driven_any": 1.600431044772758, "driven_lanedir": 1.2646710312972245, "in-drivable-lane": 0.7999999999999972, "deviation-heading": 3.5738141012812856, "deviation-center-line": 0.5503217644623789}}
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109001280Yun Chen 🇨🇦Random executionaido1_LF1_r3-v3step3-videossuccessyesrudolf-50:01:08
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videos1
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108961280Yun Chen 🇨🇦Random executionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-50:00:22
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survival_time_median7.899999999999982


other stats
episodes
details{"ep000": {"nsteps": 76, "reward": -13.42328537154428, "good_angle": 1.31855134729387, "survival_time": 2.533333333333334, "traveled_tiles": 1, "valid_direction": 2.1666666666666674}, "ep001": {"nsteps": 57, "reward": -18.10796422968831, "good_angle": 0.017493659951504554, "survival_time": 1.9000000000000024, "traveled_tiles": 1, "valid_direction": 0}, "ep002": {"nsteps": 257, "reward": -4.158510393423213, "good_angle": 0.9762896932693614, "survival_time": 8.566666666666647, "traveled_tiles": 3, "valid_direction": 1.9999999999999936}, "ep003": {"nsteps": 237, "reward": -4.447631578342321, "good_angle": 0.05458096838191104, "survival_time": 7.899999999999982, "traveled_tiles": 3, "valid_direction": 0}, "ep004": {"nsteps": 344, "reward": -3.5090922378065357, "good_angle": 20.564117705134475, "survival_time": 11.466666666666637, "traveled_tiles": 3, "valid_direction": 3.93333333333332}}
good_angle_max20.564117705134475
good_angle_mean4.586206674806225
good_angle_median0.9762896932693614
good_angle_min0.017493659951504554
reward_max-3.5090922378065357
reward_mean-8.729296762160931
reward_median-4.447631578342321
reward_min-18.10796422968831
survival_time_max11.466666666666637
survival_time_mean6.47333333333332
survival_time_min1.9000000000000024
traveled_tiles_max3
traveled_tiles_mean2.2
traveled_tiles_median3
traveled_tiles_min1
valid_direction_max3.93333333333332
valid_direction_mean1.619999999999996
valid_direction_median1.9999999999999936
valid_direction_min0
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108801279Yun Chen 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-50:01:42
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driven_lanedir_median0.2332896871989636
deviation-center-line_median0.2116792544883902
in-drivable-lane_median0


other stats
deviation-center-line_max0.6323564732185519
deviation-center-line_mean0.2912504656486582
deviation-center-line_min0.12670548452775535
deviation-heading_max1.728976789403258
deviation-heading_mean0.8194124233994693
deviation-heading_median0.582523377361064
deviation-heading_min0.4668112744530743
driven_any_max1.0714883694442423
driven_any_mean0.39858127916586666
driven_any_median0.25000443206491196
driven_any_min0.14641855465317552
driven_lanedir_max0.8388467814636376
driven_lanedir_mean0.33922668007033285
driven_lanedir_min0.129237910180789
in-drivable-lane_max1.9000000000000024
in-drivable-lane_mean0.3800000000000005
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.0714883694442423, "driven_lanedir": 0.8388467814636376, "in-drivable-lane": 1.9000000000000024, "deviation-heading": 1.728976789403258, "deviation-center-line": 0.6323564732185519}, "ep001": {"driven_any": 0.3250077317230347, "driven_lanedir": 0.31702584203169426, "in-drivable-lane": 0, "deviation-heading": 0.4668112744530743, "deviation-center-line": 0.35258484316877714}, "ep002": {"driven_any": 0.14641855465317552, "driven_lanedir": 0.129237910180789, "in-drivable-lane": 0, "deviation-heading": 0.582523377361064, "deviation-center-line": 0.12670548452775535}, "ep003": {"driven_any": 0.1999873079439689, "driven_lanedir": 0.17773317947657974, "in-drivable-lane": 0, "deviation-heading": 0.742904646059641, "deviation-center-line": 0.13292627283981628}, "ep004": {"driven_any": 0.25000443206491196, "driven_lanedir": 0.2332896871989636, "in-drivable-lane": 0, "deviation-heading": 0.5758460297203092, "deviation-center-line": 0.2116792544883902}}
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108201271Andrea Censi 🇨🇭Random executionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-50:02:53
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driven_lanedir_median1.1317915302969372
deviation-center-line_median0.6743512715176876
in-drivable-lane_median0.1999999999999993


other stats
deviation-center-line_max0.7762408815258576
deviation-center-line_mean0.5626846477112066
deviation-center-line_min0.20970474862945557
deviation-heading_max4.509761849749127
deviation-heading_mean2.4032842730881687
deviation-heading_median1.9722356045778031
deviation-heading_min0.46119004706021777
driven_any_max1.6784777980539975
driven_any_mean1.1794130246561294
driven_any_median1.1774835000531658
driven_any_min0.3715917677008975
driven_lanedir_max1.6765159288409108
driven_lanedir_mean0.9841876945010644
driven_lanedir_min0.1602152995236219
in-drivable-lane_max0.7666666666666639
in-drivable-lane_mean0.3199999999999993
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.3715917677008975, "driven_lanedir": 0.1602152995236219, "in-drivable-lane": 0.6333333333333332, "deviation-heading": 1.9722356045778031, "deviation-center-line": 0.20970474862945557}, "ep001": {"driven_any": 1.0636571696641892, "driven_lanedir": 0.6917513213822795, "in-drivable-lane": 0.1999999999999993, "deviation-heading": 4.509761849749127, "deviation-center-line": 0.7561787083427819}, "ep002": {"driven_any": 1.1774835000531658, "driven_lanedir": 1.1317915302969372, "in-drivable-lane": 0, "deviation-heading": 1.159371319469394, "deviation-center-line": 0.3969476285402502}, "ep003": {"driven_any": 1.6784777980539975, "driven_lanedir": 1.6765159288409108, "in-drivable-lane": 0, "deviation-heading": 0.46119004706021777, "deviation-center-line": 0.7762408815258576}, "ep004": {"driven_any": 1.6058548878083976, "driven_lanedir": 1.2606643924615717, "in-drivable-lane": 0.7666666666666639, "deviation-heading": 3.913862544584301, "deviation-center-line": 0.6743512715176876}}
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10775356Bhairav MehtaPyTorch DDPG templateaido1_LF1_r3-v3step4-vizsuccessyesrudolf-50:01:57
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driven_lanedir_median0.481042290524149
deviation-center-line_median0.2339370288761713
in-drivable-lane_median3.1666666666666554


other stats
deviation-center-line_max0.3887111922952009
deviation-center-line_mean0.2586161601601217
deviation-center-line_min0.18135154954873856
deviation-heading_max2.50309613217222
deviation-heading_mean1.2944517420712691
deviation-heading_median0.9876146032429244
deviation-heading_min0.22282122232957288
driven_any_max1.2789432717800575
driven_any_mean0.8078205932391744
driven_any_median1.0186256472933577
driven_any_min0.2568548411010332
driven_lanedir_max0.6886799360751179
driven_lanedir_mean0.4077758085758731
driven_lanedir_min0.12255962906563632
in-drivable-lane_max4.366666666666651
in-drivable-lane_mean2.3533333333333255
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.3451086440022018, "driven_lanedir": 0.12255962906563632, "in-drivable-lane": 0.6666666666666666, "deviation-heading": 1.845635471935517, "deviation-center-line": 0.18135154954873856}, "ep001": {"driven_any": 0.2568548411010332, "driven_lanedir": 0.25402061296093104, "in-drivable-lane": 0, "deviation-heading": 0.22282122232957288, "deviation-center-line": 0.2339370288761713}, "ep002": {"driven_any": 1.2789432717800575, "driven_lanedir": 0.6886799360751179, "in-drivable-lane": 3.1666666666666554, "deviation-heading": 2.50309613217222, "deviation-center-line": 0.3887111922952009}, "ep003": {"driven_any": 1.1395705620192222, "driven_lanedir": 0.4925765742535315, "in-drivable-lane": 4.366666666666651, "deviation-heading": 0.913091280676112, "deviation-center-line": 0.25652286886349257}, "ep004": {"driven_any": 1.0186256472933577, "driven_lanedir": 0.481042290524149, "in-drivable-lane": 3.566666666666654, "deviation-heading": 0.9876146032429244, "deviation-center-line": 0.232558161217005}}
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10767356Bhairav MehtaPyTorch DDPG templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-50:00:21
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survival_time_median6.1666666666666545


other stats
episodes
details{"ep000": {"nsteps": 73, "reward": -13.967838363830408, "good_angle": 1.1348289113064052, "survival_time": 2.4333333333333345, "traveled_tiles": 1, "valid_direction": 1.966666666666668}, "ep001": {"nsteps": 64, "reward": -16.202794682234526, "good_angle": 0.02641407510084338, "survival_time": 2.1333333333333355, "traveled_tiles": 1, "valid_direction": 0}, "ep002": {"nsteps": 236, "reward": -4.795201715855401, "good_angle": 2.6918874701801223, "survival_time": 7.866666666666648, "traveled_tiles": 3, "valid_direction": 4.799999999999985}, "ep003": {"nsteps": 211, "reward": -6.0455723037704345, "good_angle": 1.1701484093436572, "survival_time": 7.033333333333318, "traveled_tiles": 3, "valid_direction": 5.899999999999984}, "ep004": {"nsteps": 185, "reward": -6.662634145226833, "good_angle": 1.516460368667395, "survival_time": 6.1666666666666545, "traveled_tiles": 2, "valid_direction": 5.066666666666654}}
good_angle_max2.6918874701801223
good_angle_mean1.3079478469196846
good_angle_median1.1701484093436572
good_angle_min0.02641407510084338
reward_max-4.795201715855401
reward_mean-9.53480824218352
reward_median-6.662634145226833
reward_min-16.202794682234526
survival_time_max7.866666666666648
survival_time_mean5.126666666666658
survival_time_min2.1333333333333355
traveled_tiles_max3
traveled_tiles_mean2
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max5.899999999999984
valid_direction_mean3.5466666666666584
valid_direction_median4.799999999999985
valid_direction_min0
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107491235Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationfailednorudolf-50:10:44
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 477, in wrap_evaluator
    cie.wait_for_solution()
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 270, in wait_for_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Time out: Timeout of 600 while waiting for /challenge-solution-output/output-solution.yaml.
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10741557Dzenan LapandicBaseline solution using imitation learning from logsaido1_LF1_r3-v3step4-vizsuccessyesrudolf-50:06:45
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driven_lanedir_median1.697447157376711
deviation-center-line_median0.8333370531576382
in-drivable-lane_median1.2333333333333645


other stats
deviation-center-line_max0.8954064824764659
deviation-center-line_mean0.7696312303797095
deviation-center-line_min0.58835431142482
deviation-heading_max3.4315409257591747
deviation-heading_mean2.428374665292112
deviation-heading_median2.8280385066204383
deviation-heading_min0.8791768257264414
driven_any_max1.9333780766102693
driven_any_mean1.9333746117866073
driven_any_median1.9333757141071009
driven_any_min1.9333701519557005
driven_lanedir_max1.9200788676514409
driven_lanedir_mean1.5049861526237842
driven_lanedir_min0.8062156565309881
in-drivable-lane_max8.800000000000006
in-drivable-lane_mean3.1066666666666785
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.9333762991920855, "driven_lanedir": 1.7552625607851289, "in-drivable-lane": 1.100000000000001, "deviation-heading": 2.1480048187776437, "deviation-center-line": 0.8920941577548562}, "ep001": {"driven_any": 1.9333701519557005, "driven_lanedir": 0.8062156565309881, "in-drivable-lane": 8.800000000000006, "deviation-heading": 2.8280385066204383, "deviation-center-line": 0.6389641470847671}, "ep002": {"driven_any": 1.9333728170678803, "driven_lanedir": 1.697447157376711, "in-drivable-lane": 1.2333333333333645, "deviation-heading": 3.4315409257591747, "deviation-center-line": 0.8954064824764659}, "ep003": {"driven_any": 1.9333780766102693, "driven_lanedir": 1.9200788676514409, "in-drivable-lane": 0, "deviation-heading": 0.8791768257264414, "deviation-center-line": 0.8333370531576382}, "ep004": {"driven_any": 1.9333757141071009, "driven_lanedir": 1.345926520774653, "in-drivable-lane": 4.40000000000002, "deviation-heading": 2.855112249576862, "deviation-center-line": 0.58835431142482}}
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10738487Siyan Zheng 🇺🇸ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-50:01:15
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videos1
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10733487Siyan Zheng 🇺🇸ROS-based Lane Followingaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-50:00:20
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survival_time_median2.4000000000000012


other stats
episodes
details{"ep000": {"nsteps": 223, "reward": -4.639494351508887, "good_angle": 0.7701104187719913, "survival_time": 7.433333333333317, "traveled_tiles": 2, "valid_direction": 1.4999999999999956}, "ep001": {"nsteps": 20, "reward": -50.62649052292109, "good_angle": 0.36365477718575495, "survival_time": 0.6666666666666666, "traveled_tiles": 1, "valid_direction": 0.4333333333333333}, "ep002": {"nsteps": 53, "reward": -19.348316778551855, "good_angle": 0.32097249506098463, "survival_time": 1.7666666666666688, "traveled_tiles": 2, "valid_direction": 0.800000000000002}, "ep003": {"nsteps": 106, "reward": -9.912004068353266, "good_angle": 0.17859346999438164, "survival_time": 3.5333333333333306, "traveled_tiles": 2, "valid_direction": 0.36666666666666703}, "ep004": {"nsteps": 72, "reward": -14.3576642498374, "good_angle": 0.32154145645732307, "survival_time": 2.4000000000000012, "traveled_tiles": 1, "valid_direction": 0.6333333333333329}}
good_angle_max0.7701104187719913
good_angle_mean0.3909745234940871
good_angle_median0.32154145645732307
good_angle_min0.17859346999438164
reward_max-4.639494351508887
reward_mean-19.776793994234502
reward_median-14.3576642498374
reward_min-50.62649052292109
survival_time_max7.433333333333317
survival_time_mean3.1599999999999975
survival_time_min0.6666666666666666
traveled_tiles_max2
traveled_tiles_mean1.6
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max1.4999999999999956
valid_direction_mean0.7466666666666661
valid_direction_median0.6333333333333329
valid_direction_min0.36666666666666703
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10728557Dzenan LapandicBaseline solution using imitation learning from logsaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-50:00:21
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.1977541041908553, "good_angle": 0.36298213052672623, "survival_time": 16.666666666666654, "traveled_tiles": 4, "valid_direction": 0.9666666666666676}, "ep001": {"nsteps": 500, "reward": -1.339590645131888, "good_angle": 34.7735258835203, "survival_time": 16.666666666666654, "traveled_tiles": 5, "valid_direction": 8.700000000000006}, "ep002": {"nsteps": 500, "reward": -0.29502056005381744, "good_angle": 2.2339003307145195, "survival_time": 16.666666666666654, "traveled_tiles": 5, "valid_direction": 2.8999999999999897}, "ep003": {"nsteps": 500, "reward": -0.2434058041125536, "good_angle": 0.01939698164440947, "survival_time": 16.666666666666654, "traveled_tiles": 4, "valid_direction": 0}, "ep004": {"nsteps": 500, "reward": -0.4378754947655834, "good_angle": 16.878384306223346, "survival_time": 16.666666666666654, "traveled_tiles": 4, "valid_direction": 4.066666666666652}}
good_angle_max34.7735258835203
good_angle_mean10.85363792652586
good_angle_median2.2339003307145195
good_angle_min0.01939698164440947
reward_max-0.1977541041908553
reward_mean-0.5027293216509395
reward_median-0.29502056005381744
reward_min-1.339590645131888
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max5
traveled_tiles_mean4.4
traveled_tiles_median4
traveled_tiles_min4
valid_direction_max8.700000000000006
valid_direction_mean3.326666666666663
valid_direction_median2.8999999999999897
valid_direction_min0
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107191143Krishna Murthy Jatavallabhula 🇨🇦gym_duckietown + opencvaido1_LF1_r3-v3step4-vizsuccessyesrudolf-50:05:24
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driven_lanedir_median0.993725116598154
deviation-center-line_median0.5250077714219962
in-drivable-lane_median0


other stats
deviation-center-line_max0.7726126305172341
deviation-center-line_mean0.5847499548286856
deviation-center-line_min0.4784991881634035
deviation-heading_max4.766352392979334
deviation-heading_mean1.3508829873385604
deviation-heading_median0.4129115949793908
deviation-heading_min0.07942104943374341
driven_any_max0.9960000000000088
driven_any_mean0.743599999999977
driven_any_median0.9959999999999054
driven_any_min0.36399999999998744
driven_lanedir_max0.9959758860580704
driven_lanedir_mean0.6992193785743572
driven_lanedir_min0.1479420553336539
in-drivable-lane_max1.5333333333333348
in-drivable-lane_mean0.306666666666667
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.366000000000031, "driven_lanedir": 0.1479420553336539, "in-drivable-lane": 1.5333333333333348, "deviation-heading": 4.766352392979334, "deviation-center-line": 0.4786176187071676}, "ep001": {"driven_any": 0.36399999999998744, "driven_lanedir": 0.3631534149294058, "in-drivable-lane": 0, "deviation-heading": 0.4129115949793908, "deviation-center-line": 0.6690125653336273}, "ep002": {"driven_any": 0.9959999999999518, "driven_lanedir": 0.9953004199525022, "in-drivable-lane": 0, "deviation-heading": 0.37171330518889034, "deviation-center-line": 0.7726126305172341}, "ep003": {"driven_any": 0.9959999999999054, "driven_lanedir": 0.9959758860580704, "in-drivable-lane": 0, "deviation-heading": 0.07942104943374341, "deviation-center-line": 0.5250077714219962}, "ep004": {"driven_any": 0.9960000000000088, "driven_lanedir": 0.993725116598154, "in-drivable-lane": 0, "deviation-heading": 1.1240165941114446, "deviation-center-line": 0.4784991881634035}}
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107161143Krishna Murthy Jatavallabhula 🇨🇦gym_duckietown + opencvaido1_LF1_r3-v3step3-videossuccessyesrudolf-50:02:05
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other stats
videos1
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107091257Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-50:01:27
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driven_lanedir_median0.2356650415079482
deviation-center-line_median0.20569792305699303
in-drivable-lane_median0


other stats
deviation-center-line_max0.3551265148863043
deviation-center-line_mean0.22830166914529915
deviation-center-line_min0.12065556310666244
deviation-heading_max1.7882773359193134
deviation-heading_mean0.7973169304292684
deviation-heading_median0.6002929184760882
deviation-heading_min0.2616245360905588
driven_any_max0.7714687660752666
driven_any_mean0.3442971468945156
driven_any_median0.249999610950642
driven_any_min0.14999921684897569
driven_lanedir_max0.5258842342296386
driven_lanedir_mean0.2823152534359754
driven_lanedir_min0.1280388999674369
in-drivable-lane_max1.9000000000000024
in-drivable-lane_mean0.3800000000000005
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.7714687660752666, "driven_lanedir": 0.5258842342296386, "in-drivable-lane": 1.9000000000000024, "deviation-heading": 1.7882773359193134, "deviation-center-line": 0.32511113324718505}, "ep001": {"driven_any": 0.33573641552815336, "driven_lanedir": 0.33438634293376346, "in-drivable-lane": 0, "deviation-heading": 0.2616245360905588, "deviation-center-line": 0.3551265148863043}, "ep002": {"driven_any": 0.14999921684897569, "driven_lanedir": 0.1280388999674369, "in-drivable-lane": 0, "deviation-heading": 0.6002929184760882, "deviation-center-line": 0.12065556310666244}, "ep003": {"driven_any": 0.2142817250695406, "driven_lanedir": 0.1876017485410899, "in-drivable-lane": 0, "deviation-heading": 0.7731848239778019, "deviation-center-line": 0.13491721142935093}, "ep004": {"driven_any": 0.249999610950642, "driven_lanedir": 0.2356650415079482, "in-drivable-lane": 0, "deviation-heading": 0.5632050376825797, "deviation-center-line": 0.20569792305699303}}
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107021257Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-50:00:58
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106941257Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-50:01:38
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survival_time_median2.4000000000000012


other stats
episodes
details{"ep000": {"nsteps": 218, "reward": -4.733045888046837, "good_angle": 0.8730727947660979, "survival_time": 7.266666666666651, "traveled_tiles": 2, "valid_direction": 0.8333333333333304}, "ep001": {"nsteps": 96, "reward": -11.001215070486069, "good_angle": 0.02613195916675251, "survival_time": 3.1999999999999984, "traveled_tiles": 1, "valid_direction": 0}, "ep002": {"nsteps": 44, "reward": -23.19450922649015, "good_angle": 0.4947327293520531, "survival_time": 1.466666666666668, "traveled_tiles": 2, "valid_direction": 0.666666666666668}, "ep003": {"nsteps": 62, "reward": -16.48422414929636, "good_angle": 0.6180961657508399, "survival_time": 2.066666666666669, "traveled_tiles": 1, "valid_direction": 0.7000000000000011}, "ep004": {"nsteps": 72, "reward": -14.341735198679896, "good_angle": 0.33473161191708783, "survival_time": 2.4000000000000012, "traveled_tiles": 1, "valid_direction": 0.6666666666666659}}
good_angle_max0.8730727947660979
good_angle_mean0.46935305219056617
good_angle_median0.4947327293520531
good_angle_min0.02613195916675251
reward_max-4.733045888046837
reward_mean-13.95094590659986
reward_median-14.341735198679896
reward_min-23.19450922649015
survival_time_max7.266666666666651
survival_time_mean3.2799999999999976
survival_time_min1.466666666666668
traveled_tiles_max2
traveled_tiles_mean1.4
traveled_tiles_median1
traveled_tiles_min1
valid_direction_max0.8333333333333304
valid_direction_mean0.573333333333333
valid_direction_median0.666666666666668
valid_direction_min0
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10691308Andrea Censi 🇨🇭PyTorch DDPG templateaido1_LF1_r3-v3step1-simulationerrornorudolf-50:00:31
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and some times that there was an import error.

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106841269Anton Mashikhin 🇷🇺Tensorflow templateaido1_LF1_r3-v3step4-vizsuccessyesrudolf-50:03:28
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driven_lanedir_median1.1858751062372497
deviation-center-line_median0.563832971626301
in-drivable-lane_median0


other stats
deviation-center-line_max1.171904084883277
deviation-center-line_mean0.6539107884903486
deviation-center-line_min0.24020081309801997
deviation-heading_max3.0057576388028675
deviation-heading_mean1.5424166222765243
deviation-heading_median1.7568368852682044
deviation-heading_min0.2120145709685025
driven_any_max2.881829737813101
driven_any_mean1.5227547131437291
driven_any_median1.3207264084194723
driven_any_min0.3081525678993841
driven_lanedir_max2.566276890528922
driven_lanedir_mean1.353809568945074
driven_lanedir_min0.30220264994404955
in-drivable-lane_max0.7666666666666639
in-drivable-lane_mean0.2999999999999995
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 2.2732605836701687, "driven_lanedir": 1.899170232720776, "in-drivable-lane": 0.7333333333333333, "deviation-heading": 3.0057576388028675, "deviation-center-line": 0.7382793824375652}, "ep001": {"driven_any": 0.3081525678993841, "driven_lanedir": 0.30220264994404955, "in-drivable-lane": 0, "deviation-heading": 0.2120145709685025, "deviation-center-line": 0.24020081309801997}, "ep002": {"driven_any": 1.3207264084194723, "driven_lanedir": 1.1858751062372497, "in-drivable-lane": 0, "deviation-heading": 2.2534935478285467, "deviation-center-line": 0.5553366904065802}, "ep003": {"driven_any": 2.881829737813101, "driven_lanedir": 2.566276890528922, "in-drivable-lane": 0.7666666666666639, "deviation-heading": 1.7568368852682044, "deviation-center-line": 1.171904084883277}, "ep004": {"driven_any": 0.8298042679165203, "driven_lanedir": 0.8155229652943727, "in-drivable-lane": 0, "deviation-heading": 0.4839804685145004, "deviation-center-line": 0.563832971626301}}
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106721269Anton Mashikhin 🇷🇺Tensorflow templateaido1_LF1_r3-v3step3-videossuccessyesrudolf-50:01:08
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videos1
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106691269Anton Mashikhin 🇷🇺Tensorflow templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-50:00:21
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survival_time_median8.066666666666649


other stats
episodes
details{"ep000": {"nsteps": 366, "reward": -2.8605892974333647, "good_angle": 1.0505563586293576, "survival_time": 12.199999999999967, "traveled_tiles": 4, "valid_direction": 1.5999999999999943}, "ep001": {"nsteps": 68, "reward": -15.262957413845202, "good_angle": 0.07264626603606153, "survival_time": 2.2666666666666684, "traveled_tiles": 1, "valid_direction": 0.13333333333333286}, "ep002": {"nsteps": 242, "reward": -4.316510446161111, "good_angle": 0.7448688903986106, "survival_time": 8.066666666666649, "traveled_tiles": 3, "valid_direction": 1.1333333333333302}, "ep003": {"nsteps": 500, "reward": -0.28015136850846467, "good_angle": 0.36737863546305544, "survival_time": 16.666666666666654, "traveled_tiles": 6, "valid_direction": 0.8333333333333304}, "ep004": {"nsteps": 185, "reward": -5.872051970217679, "good_angle": 0.12052446599570546, "survival_time": 6.1666666666666545, "traveled_tiles": 2, "valid_direction": 0.2333333333333325}}
good_angle_max1.0505563586293576
good_angle_mean0.47119492330455814
good_angle_median0.36737863546305544
good_angle_min0.07264626603606153
reward_max-0.28015136850846467
reward_mean-5.718452099233165
reward_median-4.316510446161111
reward_min-15.262957413845202
survival_time_max16.666666666666654
survival_time_mean9.07333333333332
survival_time_min2.2666666666666684
traveled_tiles_max6
traveled_tiles_mean3.2
traveled_tiles_median3
traveled_tiles_min1
valid_direction_max1.5999999999999943
valid_direction_mean0.7866666666666641
valid_direction_median0.8333333333333304
valid_direction_min0.13333333333333286
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106601269Anton Mashikhin 🇷🇺Tensorflow templateaido1_LF1_r3-v3step1-simulationsuccessnorudolf-50:02:34
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simulation-passed1
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