Duckietown Challenges Home Challenges Submissions

Evaluator 359

ID359
evaluatornutonomy-P50-2110
ownerAndrea Censi 🇨🇭
machinenutonomy-P50
processnutonomy-P50-2110
versionDC:3.1.57;DCR:3.2.14;DTS:3.0.30
first heard
last heard
statusinactive
# evaluating
# success41 10805
# timeout1 11207
# failed7 10840
# error6 10829
# 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
114011308Dzenan LapandicLFV bd testaido1_LFV_r1-v3step1-simulationfailednonutonomy-P50-21100:00:49
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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11392942Claudio RuchPython templateaido1_amod_service_quality_r1-v3step2-scoringsuccessyesnutonomy-P50-21100:01:48
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service_quality-32.87038394834193


other stats
efficiency-64.14325579336746
fleet_size-1000000000
No reset possible
11377948Claudio RuchJava templateaido1_amod_service_quality_r1-v3step2-scoringsuccessyesnutonomy-P50-21100:01:46
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service_quality-32.29453579753742


other stats
efficiency-63.03610319014746
fleet_size-1000000000
No reset possible
11337213Andrea Censi 🇨🇭Java templateaido1_amod_service_quality_r1-v3step1-simulationerroryesnutonomy-P50-21100:10:30
Timeout: Waited 601 [...]
Timeout:

Waited 601.510907888 for container to finish. Giving up. 
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113261072Claudio RuchAlgorithm of Webinaraido1_amod_service_quality_r1-v3step1-simulationerroryesnutonomy-P50-21100:10:44
Timeout: Waited 601 [...]
Timeout:

Waited 601.741546154 for container to finish. Giving up. 
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113191283Claudio RuchBig Fleet Controlleraido1_amod_fleet_size_r1-v3step1-simulationerroryesnutonomy-P50-21100:10:45
Timeout: Waited 601 [...]
Timeout:

Waited 601.356534004 for container to finish. Giving up. 
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113141307Tina ChuROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesnutonomy-P50-21100:02:12
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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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112941307Tina ChuROS-based Lane Followingaido1_LF1_r3-v3step2-scoringsuccessyesnutonomy-P50-21100:01:35
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survival_time_median2.366666666666668


other stats
episodes
details{"ep000": {"nsteps": 224, "reward": -4.614468659430713, "good_angle": 0.736912173000433, "survival_time": 7.46666666666665, "traveled_tiles": 2, "valid_direction": 1.099999999999996}, "ep001": {"nsteps": 94, "reward": -11.249216741703924, "good_angle": 0.19649234145495015, "survival_time": 3.133333333333332, "traveled_tiles": 1, "valid_direction": 0.29999999999999893}, "ep002": {"nsteps": 48, "reward": -21.30313229933381, "good_angle": 0.36602712571830665, "survival_time": 1.6000000000000016, "traveled_tiles": 2, "valid_direction": 0.6666666666666681}, "ep003": {"nsteps": 55, "reward": -18.556428309191357, "good_angle": 0.6146218368799753, "survival_time": 1.8333333333333357, "traveled_tiles": 1, "valid_direction": 0.6666666666666687}, "ep004": {"nsteps": 71, "reward": -14.55548485525897, "good_angle": 0.42671573150912695, "survival_time": 2.366666666666668, "traveled_tiles": 1, "valid_direction": 0.6333333333333326}}
good_angle_max0.736912173000433
good_angle_mean0.4681538417125584
good_angle_median0.42671573150912695
good_angle_min0.19649234145495015
reward_max-4.614468659430713
reward_mean-14.055746172983756
reward_median-14.55548485525897
reward_min-21.30313229933381
survival_time_max7.46666666666665
survival_time_mean3.2799999999999976
survival_time_min1.6000000000000016
traveled_tiles_max2
traveled_tiles_mean1.4
traveled_tiles_median1
traveled_tiles_min1
valid_direction_max1.099999999999996
valid_direction_mean0.6733333333333329
valid_direction_median0.6666666666666681
valid_direction_min0.29999999999999893
No reset possible
112751306Tri Cao 🇺🇸Baseline solution using imitation learning from logsaido1_LF1_r3-v3step1-simulationsuccessnonutonomy-P50-21100:06:49
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other stats
simulation-passed1
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112661305Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-vizsuccessyesnutonomy-P50-21100:05:48
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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
112551305Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step2-scoringsuccessyesnutonomy-P50-21100:01:41
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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
112381304Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-vizsuccessyesnutonomy-P50-21100:06:15
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driven_lanedir_median8.562174484237758
deviation-center-line_median0.7784140476070096
in-drivable-lane_median0.29999999999999893


other stats
deviation-center-line_max0.8265762436927065
deviation-center-line_mean0.7249512392397739
deviation-center-line_min0.5702182166038914
deviation-heading_max3.0638048935757873
deviation-heading_mean2.527148965981655
deviation-heading_median2.5224649823204026
deviation-heading_min2.0232609899134695
driven_any_max9.505485581933415
driven_any_mean8.9320499466202
driven_any_median9.184975142567506
driven_any_min8.133230010945981
driven_lanedir_max9.358315656087386
driven_lanedir_mean8.602219035588002
driven_lanedir_min7.828730971533036
in-drivable-lane_max1.0000000000000044
in-drivable-lane_mean0.4666666666666666
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 9.227693948046904, "driven_lanedir": 8.715607043574893, "in-drivable-lane": 1.0000000000000044, "deviation-heading": 3.0638048935757873, "deviation-center-line": 0.8216737935350183}, "ep001": {"driven_any": 8.133230010945981, "driven_lanedir": 7.828730971533036, "in-drivable-lane": 0.29999999999999893, "deviation-heading": 2.813692563233782, "deviation-center-line": 0.6278738947602437}, "ep002": {"driven_any": 9.184975142567506, "driven_lanedir": 8.562174484237758, "in-drivable-lane": 0.9999999999999968, "deviation-heading": 2.2125214008648344, "deviation-center-line": 0.7784140476070096}, "ep003": {"driven_any": 9.505485581933415, "driven_lanedir": 9.358315656087386, "in-drivable-lane": 0.033333333333333215, "deviation-heading": 2.5224649823204026, "deviation-center-line": 0.8265762436927065}, "ep004": {"driven_any": 8.608865049607198, "driven_lanedir": 8.546267022506928, "in-drivable-lane": 0, "deviation-heading": 2.0232609899134695, "deviation-center-line": 0.5702182166038914}}
No reset possible
112351304Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step3-videossuccessyesnutonomy-P50-21100:03:07
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other stats
videos1
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112251304Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step2-scoringsuccessyesnutonomy-P50-21100:01:43
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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
No reset possible
112071303Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-viztimeoutyesnutonomy-P50-21100:31:05
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111871303Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationsuccessnonutonomy-P50-21100:05:43
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other stats
simulation-passed1
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111811302Anton Mashikhin 🇷🇺Template for ROS Submissionaido1_LF1_r3-v3step4-vizsuccessyesnutonomy-P50-21100:03:19
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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
111671302Anton Mashikhin 🇷🇺Template for ROS Submissionaido1_LF1_r3-v3step2-scoringsuccessyesnutonomy-P50-21100:01:38
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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
111621301Anton Mashikhin 🇷🇺Template for ROS Submissionaido1_LF1_r3-v3step4-vizsuccessyesnutonomy-P50-21100:02:18
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driven_lanedir_median0.582873169132569
deviation-center-line_median0.20455370794384953
in-drivable-lane_median0.4


other stats
deviation-center-line_max0.3031086082543192
deviation-center-line_mean0.20462843504646455
deviation-center-line_min0.09141731520959732
deviation-heading_max1.598602787656444
deviation-heading_mean0.8809383171317908
deviation-heading_median0.8108670692103306
deviation-heading_min0.3346950565726476
driven_any_max1.1630734025839593
driven_any_mean0.722831473699513
driven_any_median0.8007200595473488
driven_any_min0.17684912442880266
driven_lanedir_max0.7920217491121495
driven_lanedir_mean0.46927076582913585
driven_lanedir_min0.14426882883085923
in-drivable-lane_max2.8666666666666565
in-drivable-lane_mean1.1133333333333295
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.35853304939487557, "driven_lanedir": 0.14426882883085923, "in-drivable-lane": 0.4, "deviation-heading": 1.598602787656444, "deviation-center-line": 0.1668569456648827}, "ep001": {"driven_any": 1.1149817325425786, "driven_lanedir": 0.665637016607145, "in-drivable-lane": 2.299999999999992, "deviation-heading": 1.1635678494620274, "deviation-center-line": 0.3031086082543192}, "ep002": {"driven_any": 0.8007200595473488, "driven_lanedir": 0.7920217491121495, "in-drivable-lane": 0, "deviation-heading": 0.496958822757504, "deviation-center-line": 0.25720559815967414}, "ep003": {"driven_any": 1.1630734025839593, "driven_lanedir": 0.582873169132569, "in-drivable-lane": 2.8666666666666565, "deviation-heading": 0.8108670692103306, "deviation-center-line": 0.20455370794384953}, "ep004": {"driven_any": 0.17684912442880266, "driven_lanedir": 0.16155306546295645, "in-drivable-lane": 0, "deviation-heading": 0.3346950565726476, "deviation-center-line": 0.09141731520959732}}
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111581301Anton Mashikhin 🇷🇺Template for ROS Submissionaido1_LF1_r3-v3step3-videossuccessyesnutonomy-P50-21100:01:03
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other stats
videos1
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111491301Anton Mashikhin 🇷🇺Template for ROS Submissionaido1_LF1_r3-v3step2-scoringsuccessyesnutonomy-P50-21100:01:35
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
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
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111301300Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationfailednonutonomy-P50-21100:00:41
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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111201299Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationfailednonutonomy-P50-21100:00:40
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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111191298Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationfailednonutonomy-P50-21100:00:37
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 "/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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111081297Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-vizsuccessyesnutonomy-P50-21100:08:36
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
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
110891296Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-vizsuccessyesnutonomy-P50-21100:08:19
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_median4.059602090256015
deviation-center-line_median0.9233774452974473
in-drivable-lane_median0.06666666666666643


other stats
deviation-center-line_max0.949820010509239
deviation-center-line_mean0.8471167073284788
deviation-center-line_min0.5946126139614508
deviation-heading_max4.152007344027524
deviation-heading_mean3.00191975331795
deviation-heading_median3.225164541782035
deviation-heading_min1.5002234411759428
driven_any_max4.71754922294293
driven_any_mean4.27810584519334
driven_any_median4.257084832627703
driven_any_min3.64324106737124
driven_lanedir_max4.698600876684635
driven_lanedir_mean4.1050019299967575
driven_lanedir_min3.3439683783780128
in-drivable-lane_max1.2666666666666666
in-drivable-lane_mean0.39999999999999947
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 4.257084832627703, "driven_lanedir": 3.912478498972464, "in-drivable-lane": 1.2666666666666666, "deviation-heading": 3.4242468414709983, "deviation-center-line": 0.9234806487754208}, "ep001": {"driven_any": 3.64324106737124, "driven_lanedir": 3.3439683783780128, "in-drivable-lane": 0.5999999999999979, "deviation-heading": 4.152007344027524, "deviation-center-line": 0.949820010509239}, "ep002": {"driven_any": 4.147042135683437, "driven_lanedir": 4.059602090256015, "in-drivable-lane": 0.06666666666666643, "deviation-heading": 2.70795659813325, "deviation-center-line": 0.8442928180988358}, "ep003": {"driven_any": 4.625611967341394, "driven_lanedir": 4.510359805692658, "in-drivable-lane": 0.06666666666666643, "deviation-heading": 3.225164541782035, "deviation-center-line": 0.9233774452974473}, "ep004": {"driven_any": 4.71754922294293, "driven_lanedir": 4.698600876684635, "in-drivable-lane": 0, "deviation-heading": 1.5002234411759428, "deviation-center-line": 0.5946126139614508}}
No reset possible
110791296Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationsuccessnonutonomy-P50-21100:08:02
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
other stats
simulation-passed1
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110621295Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-vizsuccessyesnutonomy-P50-21100:06:29
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
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
110501295Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step2-scoringsuccessyesnutonomy-P50-21100:01:50
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
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
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110301293Dzenan LapandicLFV bd testaido1_LFV_r1-v3step4-vizsuccessnonutonomy-P50-21100:04:24
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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}}
No reset possible
110241293Dzenan LapandicLFV bd testaido1_LFV_r1-v3step2-scoringsuccessyesnutonomy-P50-21100:01:39
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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
110121292Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationfailednonutonomy-P50-21100:00:36
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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110041290Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesnutonomy-P50-21100:06:38
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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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109971290Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step2-scoringsuccessyesnutonomy-P50-21100:00:23
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.0997283233529888, "good_angle": 0.2520961888276448, "survival_time": 16.666666666666654, "traveled_tiles": 4, "valid_direction": 0}, "ep001": {"nsteps": 500, "reward": -0.5514429277753224, "good_angle": 14.373030369485033, "survival_time": 16.666666666666654, "traveled_tiles": 4, "valid_direction": 6.800000000000011}, "ep002": {"nsteps": 500, "reward": -0.20782254621386528, "good_angle": 2.347591111222324, "survival_time": 16.666666666666654, "traveled_tiles": 5, "valid_direction": 5.099999999999987}, "ep003": {"nsteps": 500, "reward": -0.22671328952908515, "good_angle": 0.00980639504192846, "survival_time": 16.666666666666654, "traveled_tiles": 4, "valid_direction": 0}, "ep004": {"nsteps": 500, "reward": -0.25195742256822995, "good_angle": 11.306899587623128, "survival_time": 16.666666666666654, "traveled_tiles": 4, "valid_direction": 3.1999999999999886}}
good_angle_max14.373030369485033
good_angle_mean5.657884730440012
good_angle_median2.347591111222324
good_angle_min0.00980639504192846
reward_max-0.0997283233529888
reward_mean-0.26753290188789836
reward_median-0.22671328952908515
reward_min-0.5514429277753224
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max5
traveled_tiles_mean4.2
traveled_tiles_median4
traveled_tiles_min4
valid_direction_max6.800000000000011
valid_direction_mean3.019999999999998
valid_direction_median3.1999999999999886
valid_direction_min0
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109921290Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessnonutonomy-P50-21100:09:35
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simulation-passed1
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109891289Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step3-videossuccessyesnutonomy-P50-21100:01:35
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videos1
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109851289Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step2-scoringsuccessyesnutonomy-P50-21100:00:22
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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
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109841289Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationsuccessnonutonomy-P50-21100:07:12
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109771287Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationsuccessnonutonomy-P50-21100:07:04
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109731286Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationfailednonutonomy-P50-21100:02:27
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 120, in run
    solve(params, cis)
  File "solution.py", line 68, in solve
    env = make_env(config, debug=debug)
  File "solution.py", line 37, in make_env
    env = FrameStackWrappper(env=env, k=3, config=config)
  File "/workspace/wrappers.py", line 89, in __init__
    self.seg_model.load_state_dict(torch.load(config['use_segmentation_weight'])['state_dict'],
  File "/opt/conda/lib/python2.7/site-packages/torch/serialization.py", line 358, in load
    return _load(f, map_location, pickle_module)
  File "/opt/conda/lib/python2.7/site-packages/torch/serialization.py", line 542, in _load
    result = unpickler.load()
  File "/opt/conda/lib/python2.7/site-packages/torch/serialization.py", line 508, in persistent_load
    data_type(size), location)
  File "/opt/conda/lib/python2.7/site-packages/torch/serialization.py", line 104, in default_restore_location
    result = fn(storage, location)
  File "/opt/conda/lib/python2.7/site-packages/torch/serialization.py", line 75, in _cuda_deserialize
    raise RuntimeError('Attempting to deserialize object on a CUDA '
RuntimeError: Attempting to deserialize object on a CUDA device but torch.cuda.is_available() is False. If you are running on a CPU-only machine, please use torch.load with map_location='cpu' to map your storages to the CPU.


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109501282Yun Chen 🇨🇦PyTorch templateaido1_LF1_r3-v3step3-videossuccessyesnutonomy-P50-21100:02:37
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videos1
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109431282Yun Chen 🇨🇦PyTorch templateaido1_LF1_r3-v3step2-scoringsuccessyesnutonomy-P50-21100:01:52
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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
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109271281Yun Chen 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step2-scoringsuccessyesnutonomy-P50-21100:01:42
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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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109181281Yun Chen 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step1-simulationsuccessnonutonomy-P50-21100:06:41
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simulation-passed1
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109041280Yun Chen 🇨🇦Random executionaido1_LF1_r3-v3step4-vizsuccessyesnutonomy-P50-21100:03:37
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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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108971280Yun Chen 🇨🇦Random executionaido1_LF1_r3-v3step2-scoringsuccessyesnutonomy-P50-21100:02:06
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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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108761279Yun Chen 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesnutonomy-P50-21100:05:04
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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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108651279Yun Chen 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessnonutonomy-P50-21100:03:49
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108561278Rob VenablesSolution templateaido1_luck-v3step1successyesnutonomy-P50-21100:00:42
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score182.36718117976966


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108531277Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationerrornonutonomy-P50-21100:10:44
Timeout: Waited 600 [...]
Timeout:

Waited 600.775145054 for container to finish. Giving up. 
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108401276Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationfailednonutonomy-P50-21100:10:46
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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108351275Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationerrornonutonomy-P50-21100:10:48
Timeout: Waited 607 [...]
Timeout:

Waited 607.332171917 for container to finish. Giving up. 
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108291274Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationerrornonutonomy-P50-21100:10:37
Timeout: Waited 600 [...]
Timeout:

Waited 600.989454985 for container to finish. Giving up. 
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108241273Guohao LiSolution templateaido1_luck-v3step1successyesnutonomy-P50-21100:00:37
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score161.274343191582034


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108051271Andrea Censi 🇨🇭Random executionaido1_LF1_r3-v3step2-scoringsuccessyesnutonomy-P50-21100:01:51
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survival_time_median8.49999999999998


other stats
episodes
details{"ep000": {"nsteps": 81, "reward": -12.594963072856634, "good_angle": 1.179753153433826, "survival_time": 2.7, "traveled_tiles": 1, "valid_direction": 2.2333333333333334}, "ep001": {"nsteps": 230, "reward": -5.431255984695062, "good_angle": 16.109426524471456, "survival_time": 7.666666666666649, "traveled_tiles": 2, "valid_direction": 3.9333333333333194}, "ep002": {"nsteps": 255, "reward": -4.346870108328614, "good_angle": 1.0142558554378145, "survival_time": 8.49999999999998, "traveled_tiles": 3, "valid_direction": 2.0999999999999934}, "ep003": {"nsteps": 361, "reward": -3.0704857812487516, "good_angle": 0.034109257356551625, "survival_time": 12.0333333333333, "traveled_tiles": 4, "valid_direction": 0}, "ep004": {"nsteps": 346, "reward": -3.565080447820505, "good_angle": 21.142156874080055, "survival_time": 11.533333333333305, "traveled_tiles": 3, "valid_direction": 3.9666666666666535}}
good_angle_max21.142156874080055
good_angle_mean7.8959403329559406
good_angle_median1.179753153433826
good_angle_min0.034109257356551625
reward_max-3.0704857812487516
reward_mean-5.8017310789899135
reward_median-4.346870108328614
reward_min-12.594963072856634
survival_time_max12.0333333333333
survival_time_mean8.486666666666647
survival_time_min2.7
traveled_tiles_max4
traveled_tiles_mean2.6
traveled_tiles_median3
traveled_tiles_min1
valid_direction_max3.9666666666666535
valid_direction_mean2.4466666666666597
valid_direction_median2.2333333333333334
valid_direction_min0
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