Duckietown Challenges Home Challenges Submissions

Evaluator 912

ID912
evaluatoridsc-rudolf-11988
ownerAndrea Censi 🇨🇭
machineidsc-rudolf
processidsc-rudolf-11988
versiond-c:4.0.25;d-c-r:4.0.32;d-s:4.0.21
first heard
last heard
statusinactive
# evaluating
# success10 21703
# timeout
# failed1 21840
# error5 21697
# 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
218443313Angel Woo 🇭🇰Roasted duckaido2-LF-sim-validationstep1-simulationsuccessnoidsc-rudolf-119880:11:42
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median0.348686963209512
survival_time_median5.299999999999989
deviation-center-line_median0.31390180823871155
in-drivable-lane_median0.14999999999999947


other stats
agent_compute-ego_max0.22794574386668656
agent_compute-ego_mean0.22727028794159443
agent_compute-ego_median0.22736398903828747
agent_compute-ego_min0.2262088092168172
deviation-center-line_max0.8524698324556619
deviation-center-line_mean0.41940107286817
deviation-center-line_min0.28047578750803676
deviation-heading_max1.9943030635435708
deviation-heading_mean1.7365418844219036
deviation-heading_median1.8385053597779608
deviation-heading_min1.086267414074563
driven_any_max1.0853635341547718
driven_any_mean0.5625316388197421
driven_any_median0.3969672318507555
driven_any_min0.1986870036648284
driven_lanedir_consec_max1.0696054626976736
driven_lanedir_consec_mean0.5029084775296524
driven_lanedir_consec_min0.18253380413741427
driven_lanedir_max1.0696054626976736
driven_lanedir_mean0.5029084775296524
driven_lanedir_median0.348686963209512
driven_lanedir_min0.18253380413741427
in-drivable-lane_max1.550000000000022
in-drivable-lane_mean0.38000000000000417
in-drivable-lane_min0
per-episodes
details{"ETHZ_autolab_technical_track-0-0": {"driven_any": 1.0853635341547718, "sim_physics": 0.06331587950388591, "survival_time": 14.950000000000076, "driven_lanedir": 1.0696054626976736, "sim_render-ego": 0.07224347909291585, "in-drivable-lane": 0, "agent_compute-ego": 0.2262088092168172, "deviation-heading": 1.9738025135006203, "set_robot_commands": 0.08035499731699626, "deviation-center-line": 0.8524698324556619, "driven_lanedir_consec": 1.0696054626976736, "sim_compute_sim_state": 0.045440795421600344, "sim_compute_performance-ego": 0.07288566907246907, "sim_compute_robot_state-ego": 0.06973637104034423}, "ETHZ_autolab_technical_track-1-0": {"driven_any": 0.8291121166395217, "sim_physics": 0.06190986790747013, "survival_time": 10.600000000000016, "driven_lanedir": 0.6691574303288469, "sim_render-ego": 0.07007882617554574, "in-drivable-lane": 1.550000000000022, "agent_compute-ego": 0.22794574386668656, "deviation-heading": 1.8385053597779608, "set_robot_commands": 0.07931488077595548, "deviation-center-line": 0.3601756039827477, "driven_lanedir_consec": 0.6691574303288469, "sim_compute_sim_state": 0.04552160568957059, "sim_compute_performance-ego": 0.07251427533491603, "sim_compute_robot_state-ego": 0.06994317050250072}, "ETHZ_autolab_technical_track-2-0": {"driven_any": 0.1986870036648284, "sim_physics": 0.06529778036577948, "survival_time": 2.8999999999999977, "driven_lanedir": 0.18253380413741427, "sim_render-ego": 0.07142459113022377, "in-drivable-lane": 0, "agent_compute-ego": 0.22690632836572056, "deviation-heading": 1.086267414074563, "set_robot_commands": 0.08069700208203547, "deviation-center-line": 0.31390180823871155, "driven_lanedir_consec": 0.18253380413741427, "sim_compute_sim_state": 0.04571698451864308, "sim_compute_performance-ego": 0.07385285558371708, "sim_compute_robot_state-ego": 0.06932759284973145}, "ETHZ_autolab_technical_track-3-0": {"driven_any": 0.3025283077888326, "sim_physics": 0.06603332213413568, "survival_time": 4.049999999999994, "driven_lanedir": 0.2445587272748151, "sim_render-ego": 0.07073633170422212, "in-drivable-lane": 0.1999999999999993, "agent_compute-ego": 0.22792656922046048, "deviation-heading": 1.9943030635435708, "set_robot_commands": 0.08100597063700359, "deviation-center-line": 0.28047578750803676, "driven_lanedir_consec": 0.2445587272748151, "sim_compute_sim_state": 0.04622192441681285, "sim_compute_performance-ego": 0.07200073018486117, "sim_compute_robot_state-ego": 0.06991487962228281}, "ETHZ_autolab_technical_track-4-0": {"driven_any": 0.3969672318507555, "sim_physics": 0.06525778095677214, "survival_time": 5.299999999999989, "driven_lanedir": 0.348686963209512, "sim_render-ego": 0.07227073075636378, "in-drivable-lane": 0.14999999999999947, "agent_compute-ego": 0.22736398903828747, "deviation-heading": 1.7898310712128047, "set_robot_commands": 0.08074944424179364, "deviation-center-line": 0.28998233215569236, "driven_lanedir_consec": 0.348686963209512, "sim_compute_sim_state": 0.044975249272472456, "sim_compute_performance-ego": 0.07076403779803582, "sim_compute_robot_state-ego": 0.06838354974422815}}
set_robot_commands_max0.08100597063700359
set_robot_commands_mean0.08042445901075689
set_robot_commands_median0.08069700208203547
set_robot_commands_min0.07931488077595548
sim_compute_performance-ego_max0.07385285558371708
sim_compute_performance-ego_mean0.07240351359479982
sim_compute_performance-ego_median0.07251427533491603
sim_compute_performance-ego_min0.07076403779803582
sim_compute_robot_state-ego_max0.06994317050250072
sim_compute_robot_state-ego_mean0.06946111275181747
sim_compute_robot_state-ego_median0.06973637104034423
sim_compute_robot_state-ego_min0.06838354974422815
sim_compute_sim_state_max0.04622192441681285
sim_compute_sim_state_mean0.04557531186381987
sim_compute_sim_state_median0.04552160568957059
sim_compute_sim_state_min0.044975249272472456
sim_physics_max0.06603332213413568
sim_physics_mean0.06436292617360866
sim_physics_median0.06525778095677214
sim_physics_min0.06190986790747013
sim_render-ego_max0.07227073075636378
sim_render-ego_mean0.07135079177185426
sim_render-ego_median0.07142459113022377
sim_render-ego_min0.07007882617554574
simulation-passed1
survival_time_max14.950000000000076
survival_time_mean7.560000000000015
survival_time_min2.8999999999999977
No reset possible
218403309Nicky EichmannBaseline solution using reinforcement learningaido2-LF-sim-testingstep1-simulationfailednoidsc-rudolf-119880:01:07
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "experiment_manager.py", line 297, in run_episode
    r: MsgReceived = agent.write_topic_and_expect('get_commands', expect='commands')
  File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper_outside.py", line 93, in write_topic_and_expect
    ob: MsgReceived = self.read_one(expect_topic=expect, timeout=timeout)
  File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper_outside.py", line 174, in read_one
    nickname=self.nickname)
  File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper_outside.py", line 255, in read_reply
    others = read_until_over(fpout, timeout=timeout, nickname=nickname)
  File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper_outside.py", line 283, in read_until_over
    raise RemoteNodeAborted(m)
zuper_nodes.structures.RemoteNodeAborted: External node "agent" aborted:

error in agent |Exception while handling a message on topic "get_commands".
               |
               || Traceback (most recent call last):
               ||   File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper.py", line 274, in loop
               ||     handle_message_node(parsed, receiver0, context0)
               ||   File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper.py", line 428, in handle_message_node
               ||     call_if_fun_exists(agent, expect_fn, data=ob, context=context, timing=timing)
               ||   File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/utils.py", line 18, in call_if_fun_exists
               ||     f(**kwargs)
               ||   File "solution.py", line 48, in on_received_get_commands
               ||     pwm_left, pwm_right = self.compute_action(self.current_image)
               ||   File "solution.py", line 41, in compute_action
               ||     observation = self.preprocessor.preprocess(observation)
               ||   File "/workspace/wrappers.py", line 14, in preprocess
               ||     resizedImage = imresize(obs, self.shape)  # .transpose(2, 0, 1)
               ||   File "/usr/local/lib/python3.7/site-packages/numpy/lib/utils.py", line 101, in newfunc
               ||     return func(*args, **kwds)
               ||   File "/usr/local/lib/python3.7/site-packages/scipy/misc/pilutil.py", line 555, in imresize
               ||     im = toimage(arr, mode=mode)
               ||   File "/usr/local/lib/python3.7/site-packages/numpy/lib/utils.py", line 101, in newfunc
               ||     return func(*args, **kwds)
               ||   File "/usr/local/lib/python3.7/site-packages/scipy/misc/pilutil.py", line 327, in toimage
               ||     raise ValueError("'arr' does not have a suitable array shape for "
               || ValueError: 'arr' does not have a suitable array shape for any mode.
               ||

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/project/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 610, in scoring_context
    yield cie
  File "experiment_manager.py", line 439, in <module>
    wrap(cie)
  File "experiment_manager.py", line 427, in wrap
    main(cie, logdir, attempts)
  File "experiment_manager.py", line 135, in main
    physics_dt=config.physics_dt)
  File "experiment_manager.py", line 301, in run_episode
    raise dc.InvalidSubmission(msg) from e
duckietown_challenges.exceptions.InvalidSubmission: Trouble with communication to the agent.
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
No reset possible
218283303Angel Woo 🇭🇰Roasted duckaido2-LF-sim-validationstep1-simulationsuccessnoidsc-rudolf-119880:11:43
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median0.3488171115665528
survival_time_median5.299999999999989
deviation-center-line_median0.3003845863381509
in-drivable-lane_median0.14999999999999947


other stats
agent_compute-ego_max0.22796384793407512
agent_compute-ego_mean0.21999858611515777
agent_compute-ego_median0.21846792727340889
agent_compute-ego_min0.21149172527449472
deviation-center-line_max0.8389075351501177
deviation-center-line_mean0.41468328997265413
deviation-center-line_min0.28032286684527125
deviation-heading_max1.994405194174971
deviation-heading_mean1.7392540061857602
deviation-heading_median1.8739959519373464
deviation-heading_min1.05334364405173
driven_any_max1.071789384607406
driven_any_mean0.5580417350947432
driven_any_median0.3971282854339552
driven_any_min0.1934224632794843
driven_lanedir_consec_max1.0559858684811636
driven_lanedir_consec_mean0.4989277229447327
driven_lanedir_consec_min0.17756080563160204
driven_lanedir_max1.0559858684811636
driven_lanedir_mean0.4989277229447327
driven_lanedir_median0.3488171115665528
driven_lanedir_min0.17756080563160204
in-drivable-lane_max1.550000000000022
in-drivable-lane_mean0.38000000000000417
in-drivable-lane_min0
per-episodes
details{"ETHZ_autolab_technical_track-0-0": {"driven_any": 1.071789384607406, "sim_physics": 0.06706224282582601, "survival_time": 14.950000000000076, "driven_lanedir": 1.0559858684811636, "sim_render-ego": 0.07300572554270426, "in-drivable-lane": 0, "agent_compute-ego": 0.22778984785079956, "deviation-heading": 1.9833391549463648, "set_robot_commands": 0.08101306756337484, "deviation-center-line": 0.8389075351501177, "driven_lanedir_consec": 1.0559858684811636, "sim_compute_sim_state": 0.046023898124694824, "sim_compute_performance-ego": 0.07300681670506795, "sim_compute_robot_state-ego": 0.07150824944178263}, "ETHZ_autolab_technical_track-1-0": {"driven_any": 0.8254916142241623, "sim_physics": 0.06590508855004826, "survival_time": 10.650000000000016, "driven_lanedir": 0.6678546901170846, "sim_render-ego": 0.07154321446665016, "in-drivable-lane": 1.550000000000022, "agent_compute-ego": 0.21427958224301047, "deviation-heading": 1.8739959519373464, "set_robot_commands": 0.07979040974182702, "deviation-center-line": 0.3634343085975586, "driven_lanedir_consec": 0.6678546901170846, "sim_compute_sim_state": 0.045973134152766125, "sim_compute_performance-ego": 0.07496080040372034, "sim_compute_robot_state-ego": 0.0722519702195002}, "ETHZ_autolab_technical_track-2-0": {"driven_any": 0.1934224632794843, "sim_physics": 0.0682631858757564, "survival_time": 2.799999999999998, "driven_lanedir": 0.17756080563160204, "sim_render-ego": 0.07130407009805952, "in-drivable-lane": 0, "agent_compute-ego": 0.21149172527449472, "deviation-heading": 1.05334364405173, "set_robot_commands": 0.07955206717763628, "deviation-center-line": 0.3003845863381509, "driven_lanedir_consec": 0.17756080563160204, "sim_compute_sim_state": 0.046779125928878784, "sim_compute_performance-ego": 0.07735738583973475, "sim_compute_robot_state-ego": 0.07362892372267586}, "ETHZ_autolab_technical_track-3-0": {"driven_any": 0.3023769279287081, "sim_physics": 0.06613300170427487, "survival_time": 4.049999999999994, "driven_lanedir": 0.24442013892726067, "sim_render-ego": 0.07443092781820415, "in-drivable-lane": 0.1999999999999993, "agent_compute-ego": 0.21846792727340889, "deviation-heading": 1.994405194174971, "set_robot_commands": 0.07986109345047562, "deviation-center-line": 0.28032286684527125, "driven_lanedir_consec": 0.24442013892726067, "sim_compute_sim_state": 0.04640544491049684, "sim_compute_performance-ego": 0.07425005347640426, "sim_compute_robot_state-ego": 0.07166089834990325}, "ETHZ_autolab_technical_track-4-0": {"driven_any": 0.3971282854339552, "sim_physics": 0.06656140876266192, "survival_time": 5.299999999999989, "driven_lanedir": 0.3488171115665528, "sim_render-ego": 0.0731295976998671, "in-drivable-lane": 0.14999999999999947, "agent_compute-ego": 0.22796384793407512, "deviation-heading": 1.791186085818389, "set_robot_commands": 0.0806931954509807, "deviation-center-line": 0.29036715293217213, "driven_lanedir_consec": 0.3488171115665528, "sim_compute_sim_state": 0.04564766389019084, "sim_compute_performance-ego": 0.07481753151371794, "sim_compute_robot_state-ego": 0.07174970293944737}}
set_robot_commands_max0.08101306756337484
set_robot_commands_mean0.0801819666768589
set_robot_commands_median0.07986109345047562
set_robot_commands_min0.07955206717763628
sim_compute_performance-ego_max0.07735738583973475
sim_compute_performance-ego_mean0.07487851758772905
sim_compute_performance-ego_median0.07481753151371794
sim_compute_performance-ego_min0.07300681670506795
sim_compute_robot_state-ego_max0.07362892372267586
sim_compute_robot_state-ego_mean0.07215994893466186
sim_compute_robot_state-ego_median0.07174970293944737
sim_compute_robot_state-ego_min0.07150824944178263
sim_compute_sim_state_max0.046779125928878784
sim_compute_sim_state_mean0.046165853401405485
sim_compute_sim_state_median0.046023898124694824
sim_compute_sim_state_min0.04564766389019084
sim_physics_max0.0682631858757564
sim_physics_mean0.0667849855437135
sim_physics_median0.06656140876266192
sim_physics_min0.06590508855004826
sim_render-ego_max0.07443092781820415
sim_render-ego_mean0.07268270712509703
sim_render-ego_median0.07300572554270426
sim_render-ego_min0.07130407009805952
simulation-passed1
survival_time_max14.950000000000076
survival_time_mean7.550000000000016
survival_time_min2.799999999999998
No reset possible
218153295Artem IoselevskiiSSegmaido2-LF-sim-validationstep1-simulationsuccessnoidsc-rudolf-119880:06:18
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median0.6780017993330283
survival_time_median4.549999999999992
deviation-center-line_median0.27461908217246256
in-drivable-lane_median0.549999999999998


other stats
agent_compute-ego_max0.10392040639490514
agent_compute-ego_mean0.09955738644784597
agent_compute-ego_median0.09968412050636866
agent_compute-ego_min0.09523331246724943
deviation-center-line_max0.5642264542981673
deviation-center-line_mean0.3087174524765118
deviation-center-line_min0.1588934973556819
deviation-heading_max1.1148457799656246
deviation-heading_mean0.606739332798644
deviation-heading_median0.5816704474683712
deviation-heading_min0.3110191078449172
driven_any_max1.66709456684414
driven_any_mean0.923683856521886
driven_any_median1.0311788188490087
driven_any_min0.4197309676721907
driven_lanedir_consec_max1.2883959651250234
driven_lanedir_consec_mean0.7319869878405227
driven_lanedir_consec_min0.4154260831383571
driven_lanedir_max1.2883959651250234
driven_lanedir_mean0.7319869878405227
driven_lanedir_median0.6780017993330283
driven_lanedir_min0.4154260831383571
in-drivable-lane_max1.499999999999995
in-drivable-lane_mean0.6999999999999975
in-drivable-lane_min0
per-episodes
details{"ETHZ_autolab_technical_track-0-0": {"driven_any": 1.0439995095178825, "sim_physics": 0.06264609418889527, "survival_time": 4.6499999999999915, "driven_lanedir": 0.6780017993330283, "sim_render-ego": 0.06859026929383637, "in-drivable-lane": 1.4499999999999948, "agent_compute-ego": 0.09968412050636866, "deviation-heading": 0.38410768203043233, "set_robot_commands": 0.07958871062083911, "deviation-center-line": 0.27461908217246256, "driven_lanedir_consec": 0.6780017993330283, "sim_compute_sim_state": 0.04462479006859564, "sim_compute_performance-ego": 0.06991178758682744, "sim_compute_robot_state-ego": 0.06659774113726873}, "ETHZ_autolab_technical_track-1-0": {"driven_any": 1.0311788188490087, "sim_physics": 0.05648823098821954, "survival_time": 4.549999999999992, "driven_lanedir": 0.8413990409788685, "sim_render-ego": 0.0689360885829716, "in-drivable-lane": 0.549999999999998, "agent_compute-ego": 0.101779390167404, "deviation-heading": 1.1148457799656246, "set_robot_commands": 0.0803029694399991, "deviation-center-line": 0.32593192828521605, "driven_lanedir_consec": 0.8413990409788685, "sim_compute_sim_state": 0.041705435448950466, "sim_compute_performance-ego": 0.06981644787631192, "sim_compute_robot_state-ego": 0.0643751961844308}, "ETHZ_autolab_technical_track-2-0": {"driven_any": 0.4197309676721907, "sim_physics": 0.058660739805640245, "survival_time": 2.0500000000000007, "driven_lanedir": 0.4154260831383571, "sim_render-ego": 0.06424891657945586, "in-drivable-lane": 0, "agent_compute-ego": 0.09523331246724943, "deviation-heading": 0.3110191078449172, "set_robot_commands": 0.0757280442772842, "deviation-center-line": 0.2199163002710311, "driven_lanedir_consec": 0.4154260831383571, "sim_compute_sim_state": 0.04422999591362185, "sim_compute_performance-ego": 0.06406005998937095, "sim_compute_robot_state-ego": 0.06281427057777964}, "ETHZ_autolab_technical_track-3-0": {"driven_any": 0.4564154197262075, "sim_physics": 0.0600342642177235, "survival_time": 2.2, "driven_lanedir": 0.43671205062733653, "sim_render-ego": 0.06514830480922353, "in-drivable-lane": 0, "agent_compute-ego": 0.09716970270330257, "deviation-heading": 0.6420536466838749, "set_robot_commands": 0.07753025401722301, "deviation-center-line": 0.1588934973556819, "driven_lanedir_consec": 0.43671205062733653, "sim_compute_sim_state": 0.043295556848699394, "sim_compute_performance-ego": 0.06636145981875333, "sim_compute_robot_state-ego": 0.06491940129886974}, "ETHZ_autolab_technical_track-4-0": {"driven_any": 1.66709456684414, "sim_physics": 0.05892474334556739, "survival_time": 7.149999999999983, "driven_lanedir": 1.2883959651250234, "sim_render-ego": 0.06890988183188272, "in-drivable-lane": 1.499999999999995, "agent_compute-ego": 0.10392040639490514, "deviation-heading": 0.5816704474683712, "set_robot_commands": 0.08388771210517083, "deviation-center-line": 0.5642264542981673, "driven_lanedir_consec": 1.2883959651250234, "sim_compute_sim_state": 0.04460526679779266, "sim_compute_performance-ego": 0.07068085503744913, "sim_compute_robot_state-ego": 0.0654852506997702}}
set_robot_commands_max0.08388771210517083
set_robot_commands_mean0.07940753809210324
set_robot_commands_median0.07958871062083911
set_robot_commands_min0.0757280442772842
sim_compute_performance-ego_max0.07068085503744913
sim_compute_performance-ego_mean0.06816612206174255
sim_compute_performance-ego_median0.06981644787631192
sim_compute_performance-ego_min0.06406005998937095
sim_compute_robot_state-ego_max0.06659774113726873
sim_compute_robot_state-ego_mean0.0648383719796238
sim_compute_robot_state-ego_median0.06491940129886974
sim_compute_robot_state-ego_min0.06281427057777964
sim_compute_sim_state_max0.04462479006859564
sim_compute_sim_state_mean0.04369220901553201
sim_compute_sim_state_median0.04422999591362185
sim_compute_sim_state_min0.041705435448950466
sim_physics_max0.06264609418889527
sim_physics_mean0.05935081450920919
sim_physics_median0.05892474334556739
sim_physics_min0.05648823098821954
sim_render-ego_max0.0689360885829716
sim_render-ego_mean0.06716669221947401
sim_render-ego_median0.06859026929383637
sim_render-ego_min0.06424891657945586
simulation-passed1
survival_time_max7.149999999999983
survival_time_mean4.119999999999993
survival_time_min2.0500000000000007
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218123292Artem IoselevskiiSSegmaido2-LF-sim-validationstep1-simulationsuccessnoidsc-rudolf-119880:06:09
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driven_lanedir_consec_median0.6194398475477976
survival_time_median4.449999999999992
deviation-center-line_median0.2696341650995719
in-drivable-lane_median0.04999999999999982


other stats
agent_compute-ego_max0.0995745641597803
agent_compute-ego_mean0.0965898812409369
agent_compute-ego_median0.0958265909987889
agent_compute-ego_min0.09472947017006252
deviation-center-line_max0.6813904060343103
deviation-center-line_mean0.3355438716436584
deviation-center-line_min0.15756719210182182
deviation-heading_max1.229021315159769
deviation-heading_mean0.6067587965809454
deviation-heading_median0.45623363184610827
deviation-heading_min0.33506645450035233
driven_any_max1.6059583343199475
driven_any_mean0.9016827976934244
driven_any_median0.9950917428159016
driven_any_min0.2974715474599869
driven_lanedir_consec_max1.1836522219437704
driven_lanedir_consec_mean0.7243027194467815
driven_lanedir_consec_min0.2909407520258367
driven_lanedir_max1.1836522219437704
driven_lanedir_mean0.7243027194467815
driven_lanedir_median0.6194398475477976
driven_lanedir_min0.2909407520258367
in-drivable-lane_max1.699999999999994
in-drivable-lane_mean0.6499999999999977
in-drivable-lane_min0
per-episodes
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set_robot_commands_max0.07931566506289364
set_robot_commands_mean0.07765893433096785
set_robot_commands_median0.0779299428386073
set_robot_commands_min0.07622137277022652
sim_compute_performance-ego_max0.06738482700305039
sim_compute_performance-ego_mean0.06507488473089869
sim_compute_performance-ego_median0.06574292857237536
sim_compute_performance-ego_min0.06050924114559008
sim_compute_robot_state-ego_max0.0657560316364417
sim_compute_robot_state-ego_mean0.06298915801568179
sim_compute_robot_state-ego_median0.06325470076666938
sim_compute_robot_state-ego_min0.060869263566058616
sim_compute_sim_state_max0.04181144695089321
sim_compute_sim_state_mean0.04147293157875354
sim_compute_sim_state_median0.041699461314989174
sim_compute_sim_state_min0.04061804647031038
sim_physics_max0.057634300060486525
sim_physics_mean0.056530217640069505
sim_physics_median0.05699352077815844
sim_physics_min0.054481843505242857
sim_render-ego_max0.064502081174529
sim_render-ego_mean0.06299966296958266
sim_render-ego_median0.06389097011450565
sim_render-ego_min0.05944539671358855
simulation-passed1
survival_time_max6.8999999999999835
survival_time_mean4.029999999999993
survival_time_min1.5500000000000007
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218013281jiang pengSecond test - THaido2-LF-sim-validationstep1-simulationsuccessnoidsc-rudolf-119880:15:54
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driven_lanedir_consec_median3.3591361193125806
survival_time_median14.950000000000076
deviation-center-line_median0.7457321814887183
in-drivable-lane_median1.149999999999996


other stats
agent_compute-ego_max0.18043215036392213
agent_compute-ego_mean0.17806679318716034
agent_compute-ego_median0.17780876000722248
agent_compute-ego_min0.17639016021381726
deviation-center-line_max0.9465315938285128
deviation-center-line_mean0.6871342505000093
deviation-center-line_min0.12718072261412092
deviation-heading_max4.161374252425634
deviation-heading_mean2.7595316457544343
deviation-heading_median3.4280623041304534
deviation-heading_min0.7948423869152463
driven_any_max4.23581961555845
driven_any_mean3.230946281162916
driven_any_median3.97160410537406
driven_any_min1.132041969190044
driven_lanedir_consec_max3.4823488678913
driven_lanedir_consec_mean2.5828333838643927
driven_lanedir_consec_min0.41832402569139815
driven_lanedir_max3.4823488678913
driven_lanedir_mean2.5828333838643927
driven_lanedir_median3.3591361193125806
driven_lanedir_min0.41832402569139815
in-drivable-lane_max1.7499999999999971
in-drivable-lane_mean1.090000000000006
in-drivable-lane_min0.6500000000000092
per-episodes
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set_robot_commands_max0.08207736481195209
set_robot_commands_mean0.08112036715829385
set_robot_commands_median0.08112135887145996
set_robot_commands_min0.07932061498815363
sim_compute_performance-ego_max0.07843341112136841
sim_compute_performance-ego_mean0.07733959785349816
sim_compute_performance-ego_median0.07730719176205722
sim_compute_performance-ego_min0.07591293323999164
sim_compute_robot_state-ego_max0.0759412736603708
sim_compute_robot_state-ego_mean0.07489232442869787
sim_compute_robot_state-ego_median0.07525302330652872
sim_compute_robot_state-ego_min0.07315994542220543
sim_compute_sim_state_max0.04735134113794086
sim_compute_sim_state_mean0.04694730408239016
sim_compute_sim_state_median0.04688642342885335
sim_compute_sim_state_min0.046666430632273354
sim_physics_max0.07133533376635927
sim_physics_mean0.0699784900516801
sim_physics_median0.0701724632581075
sim_physics_min0.06814741403207011
sim_render-ego_max0.07658855199813842
sim_render-ego_mean0.07520667400579342
sim_render-ego_median0.07504759311676025
sim_render-ego_min0.0744011402130127
simulation-passed1
survival_time_max14.950000000000076
survival_time_mean11.370000000000044
survival_time_min3.2999999999999963
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217862412jiang pengBaseline solution using reinforcement learningaido2-LFVI-sim-testingstep1-simulationerrornoidsc-rudolf-119881:03:51
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217722907Julian ZillyBaseline-IL-logs-tensorflowaido2-LFVI-sim-testingstep1-simulationsuccessnoidsc-rudolf-119880:44:01
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driven_lanedir_consec_median0.4666269502423068
survival_time_median6.099999999999986
deviation-center-line_median0.33341590063390014
in-drivable-lane_median0


other stats
agent_compute-ego_max0.2332026720046997
agent_compute-ego_mean0.22548801939288515
agent_compute-ego_median0.22603827509386787
agent_compute-ego_min0.21506397762606225
deviation-center-line_max1.0679130278046758
deviation-center-line_mean0.3923610326373621
deviation-center-line_min0.16662190840161906
deviation-heading_max3.003768058214024
deviation-heading_mean1.182529432628333
deviation-heading_median0.8525854399247893
deviation-heading_min0.3980684508158633
driven_any_max2.5534750247737485
driven_any_mean1.0539409492176937
driven_any_median1.0073534337308443
driven_any_min0.36095263973492153
driven_lanedir_consec_max2.319984468853249
driven_lanedir_consec_mean0.7711628587484045
driven_lanedir_consec_min0.3359040954329422
driven_lanedir_max2.3200100948820164
driven_lanedir_mean0.7846602193899738
driven_lanedir_median0.6115526452439853
driven_lanedir_min0.3359040954329422
in-drivable-lane_max6.899999999999996
in-drivable-lane_mean1.2566666666666677
in-drivable-lane_min0
per-episodes
details{"udem1-0-0": {"driven_any": 1.391700044085196, "sim_physics": 0.1147857775171119, "survival_time": 8.299999999999983, "driven_lanedir": 1.3852200396538432, "sim_render-ego": 0.06977572785802634, "in-drivable-lane": 0, "agent_compute-ego": 0.22041325109550752, "deviation-heading": 0.7871984365278527, "set_robot_commands": 0.07960175606141608, "deviation-center-line": 0.5295497692124723, "driven_lanedir_consec": 1.3848598327858417, "sim_compute_sim_state": 0.04383776704949069, "sim_compute_performance-ego": 0.07109864935817489, "sim_compute_robot_state-ego": 0.06332206869699869, "sim_compute_robot_state-npc0": 0.07825300205184753, "sim_compute_robot_state-npc1": 0.07570443239556737, "sim_compute_robot_state-npc2": 0.07541631790528815, "sim_compute_robot_state-npc3": 0.07536013155098421}, "udem1-1-0": {"driven_any": 0.4483038438327672, "sim_physics": 0.11749627261326231, "survival_time": 2.8999999999999977, "driven_lanedir": 0.4226835633267805, "sim_render-ego": 0.07235707085708092, "in-drivable-lane": 0, "agent_compute-ego": 0.22779569954707704, "deviation-heading": 0.9834040620486516, "set_robot_commands": 0.08088085980250917, "deviation-center-line": 0.20838806019963907, "driven_lanedir_consec": 0.4226835633267805, "sim_compute_sim_state": 0.04384183061533961, "sim_compute_performance-ego": 0.06956415340818208, "sim_compute_robot_state-ego": 0.06522277716932626, "sim_compute_robot_state-npc0": 0.081058905042451, "sim_compute_robot_state-npc1": 0.07895347578772183, "sim_compute_robot_state-npc2": 0.0793771743774414, "sim_compute_robot_state-npc3": 0.07843646509894009}, "udem1-2-0": {"driven_any": 2.1691284131378556, "sim_physics": 0.1149759900336172, "survival_time": 12.750000000000046, "driven_lanedir": 1.7728091353929467, "sim_render-ego": 0.07248095437592152, "in-drivable-lane": 2.2000000000000313, "agent_compute-ego": 0.22378219810186648, "deviation-heading": 0.8643955126282414, "set_robot_commands": 0.0817386786142985, 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0.1359429768841676, "survival_time": 4.94999999999999, "driven_lanedir": 0.8035055748262347, "sim_render-ego": 0.07081226869062944, "in-drivable-lane": 0, "agent_compute-ego": 0.2273523590781472, "deviation-heading": 0.4192351949688124, "set_robot_commands": 0.08193845700735998, "deviation-center-line": 0.4520906533312668, "driven_lanedir_consec": 0.8035055748262347, "sim_compute_sim_state": 0.042752969144570704, "sim_compute_performance-ego": 0.0708412305273191, "sim_compute_robot_state-ego": 0.06637554939347085, "sim_compute_robot_state-npc0": 0.07917320848715426, "sim_compute_robot_state-npc1": 0.0768284701337718, "sim_compute_robot_state-npc2": 0.075664358909684, "sim_compute_robot_state-npc3": 0.07471602854102549}, "udem1-7-0": {"driven_any": 1.0073534337308443, "sim_physics": 0.1239598246871448, "survival_time": 6.099999999999986, "driven_lanedir": 0.883517191297529, "sim_render-ego": 0.0673723533505299, "in-drivable-lane": 0, "agent_compute-ego": 0.21556347120003624, 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set_robot_commands_max0.08266960537951926
set_robot_commands_mean0.08073451808077207
set_robot_commands_median0.08061845103899638
set_robot_commands_min0.07904776197965027
sim_compute_performance-ego_max0.07382478354112157
sim_compute_performance-ego_mean0.0713608119475516
sim_compute_performance-ego_median0.07106065365575975
sim_compute_performance-ego_min0.06818938059884994
sim_compute_robot_state-ego_max0.06863981485366821
sim_compute_robot_state-ego_mean0.06491136985923891
sim_compute_robot_state-ego_median0.06464050740611796
sim_compute_robot_state-ego_min0.06332206869699869
sim_compute_robot_state-npc0_max0.08224126437435979
sim_compute_robot_state-npc0_mean0.08017355633850068
sim_compute_robot_state-npc0_median0.08012700875600179
sim_compute_robot_state-npc0_min0.07637807189441118
sim_compute_robot_state-npc1_max0.07981107135613759
sim_compute_robot_state-npc1_mean0.07760098423127887
sim_compute_robot_state-npc1_median0.07859315217710008
sim_compute_robot_state-npc1_min0.07341305545118988
sim_compute_robot_state-npc2_max0.0793771743774414
sim_compute_robot_state-npc2_mean0.07679037184847229
sim_compute_robot_state-npc2_median0.07750773269858137
sim_compute_robot_state-npc2_min0.07241039314577656
sim_compute_robot_state-npc3_max0.08042222131853519
sim_compute_robot_state-npc3_mean0.076951960156527
sim_compute_robot_state-npc3_median0.07774945707882151
sim_compute_robot_state-npc3_min0.07134263437302386
sim_compute_sim_state_max0.046260760754955055
sim_compute_sim_state_mean0.04399765757801165
sim_compute_sim_state_median0.04407386944211762
sim_compute_sim_state_min0.04007099495559442
sim_physics_max0.1359429768841676
sim_physics_mean0.1224519461200362
sim_physics_median0.11944627383398632
sim_physics_min0.11313364005857898
sim_render-ego_max0.07564129928747813
sim_render-ego_mean0.07214689664342887
sim_render-ego_median0.07248095437592152
sim_render-ego_min0.0673723533505299
simulation-passed1
survival_time_max14.950000000000076
survival_time_mean6.366666666666666
survival_time_min2.3999999999999995
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217622774Bhairav Mehtachallenge-aido_LF-baseline-duckietownaido2-LFVI-sim-testingstep1-simulationsuccessnoidsc-rudolf-119880:45:35
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driven_lanedir_consec_median0.48214660419058974
survival_time_median4.749999999999991
deviation-center-line_median0.4165397000046918
in-drivable-lane_median0.34999999999999876


other stats
agent_compute-ego_max0.11778285696699813
agent_compute-ego_mean0.1001532780819602
agent_compute-ego_median0.09893473636272342
agent_compute-ego_min0.09368770519892376
deviation-center-line_max1.317964902067039
deviation-center-line_mean0.6402641724281001
deviation-center-line_min0.10523693665754068
deviation-heading_max7.610239705921293
deviation-heading_mean2.8824016001357804
deviation-heading_median2.251793896932395
deviation-heading_min0.5018008729480092
driven_any_max2.348836179858712
driven_any_mean1.203052710493549
driven_any_median0.7096642910216798
driven_any_min0.21956329083315024
driven_lanedir_consec_max1.513034097609825
driven_lanedir_consec_mean0.6681374606658456
driven_lanedir_consec_min0.193032006309092
driven_lanedir_max1.9333719180716569
driven_lanedir_mean0.9220587229373084
driven_lanedir_median0.6150622726640255
driven_lanedir_min0.193032006309092
in-drivable-lane_max2.300000000000014
in-drivable-lane_mean0.7900000000000047
in-drivable-lane_min0
per-episodes
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3.399999999999996, "driven_lanedir": 0.48214660419058974, "sim_render-ego": 0.06726702872444601, "in-drivable-lane": 0, "agent_compute-ego": 0.09584457032820758, "deviation-heading": 0.5958984571541799, "set_robot_commands": 0.0771951955907485, "deviation-center-line": 0.3236926548028083, "driven_lanedir_consec": 0.48214660419058974, "sim_compute_sim_state": 0.03751016714993645, "sim_compute_performance-ego": 0.06803904561435475, "sim_compute_robot_state-ego": 0.06350591954062967, "sim_compute_robot_state-npc0": 0.0742464731721317, "sim_compute_robot_state-npc1": 0.06841226535684922, "sim_compute_robot_state-npc2": 0.06915412580265719, "sim_compute_robot_state-npc3": 0.06804140175090116}, "udem1-7-0": {"driven_any": 2.348836179858712, "sim_physics": 0.12163315852483114, "survival_time": 14.950000000000076, "driven_lanedir": 1.6577102612736918, "sim_render-ego": 0.0672424602508545, "in-drivable-lane": 2.000000000000024, "agent_compute-ego": 0.10045309940973918, "deviation-heading": 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0.037763574918111165, "sim_compute_performance-ego": 0.0653185256322225, "sim_compute_robot_state-ego": 0.06366637865702311, "sim_compute_robot_state-npc0": 0.07472034374872843, "sim_compute_robot_state-npc1": 0.0685817551612854, "sim_compute_robot_state-npc2": 0.06760847568511963, "sim_compute_robot_state-npc3": 0.06735612233479818}, "udem1-9-0": {"driven_any": 0.2436633002955186, "sim_physics": 0.13553377099939296, "survival_time": 1.850000000000001, "driven_lanedir": 0.20200607766569312, "sim_render-ego": 0.06932689048148491, "in-drivable-lane": 0, "agent_compute-ego": 0.11778285696699813, "deviation-heading": 0.9295139773375768, "set_robot_commands": 0.07675364855173472, "deviation-center-line": 0.10523693665754068, "driven_lanedir_consec": 0.20200607766569312, "sim_compute_sim_state": 0.0372641473203092, "sim_compute_performance-ego": 0.06739410838565311, "sim_compute_robot_state-ego": 0.06599820626748575, "sim_compute_robot_state-npc0": 0.0746216580674455, "sim_compute_robot_state-npc1": 0.06722432858235128, "sim_compute_robot_state-npc2": 0.0652168828087884, "sim_compute_robot_state-npc3": 0.06527273719375198}, "udem1-10-0": {"driven_any": 0.5570698498647547, "sim_physics": 0.11253374814987184, "survival_time": 3.7999999999999945, "driven_lanedir": 0.463904314799662, "sim_render-ego": 0.06364719177547254, "in-drivable-lane": 0.34999999999999876, "agent_compute-ego": 0.09626452860079314, "deviation-heading": 1.0884367518510212, "set_robot_commands": 0.07606354198957745, "deviation-center-line": 0.20309548800144023, "driven_lanedir_consec": 0.463904314799662, "sim_compute_sim_state": 0.03860295132586831, "sim_compute_performance-ego": 0.0644403288238927, "sim_compute_robot_state-ego": 0.06278985425045616, "sim_compute_robot_state-npc0": 0.0738814818231683, "sim_compute_robot_state-npc1": 0.06779210191023977, "sim_compute_robot_state-npc2": 0.0672211113728975, "sim_compute_robot_state-npc3": 0.0668225884437561}, "udem1-11-0": {"driven_any": 0.49278999911906174, "sim_physics": 0.1102967612883624, "survival_time": 3.399999999999996, "driven_lanedir": 0.4455847848845207, "sim_render-ego": 0.06544213084613576, "in-drivable-lane": 0.1999999999999993, "agent_compute-ego": 0.10090946800568525, "deviation-heading": 0.6191208468971858, "set_robot_commands": 0.07735620176090914, "deviation-center-line": 0.32594028718606854, "driven_lanedir_consec": 0.4455847848845207, "sim_compute_sim_state": 0.038372513125924504, "sim_compute_performance-ego": 0.06697597924400778, "sim_compute_robot_state-ego": 0.06415890244876638, "sim_compute_robot_state-npc0": 0.0744650679476121, "sim_compute_robot_state-npc1": 0.06812127548105576, "sim_compute_robot_state-npc2": 0.06886818479089175, "sim_compute_robot_state-npc3": 0.0696682193700005}, "udem1-12-0": {"driven_any": 1.055118119950063, "sim_physics": 0.11946729646212811, "survival_time": 6.8999999999999835, "driven_lanedir": 0.6327617778746157, "sim_render-ego": 0.06590192041535309, "in-drivable-lane": 1.3499999999999952, "agent_compute-ego": 0.10483826070592024, "deviation-heading": 3.0726767410149014, "set_robot_commands": 0.07585872429004614, "deviation-center-line": 0.4165397000046918, "driven_lanedir_consec": 0.4701274378065379, "sim_compute_sim_state": 0.03766964138418004, "sim_compute_performance-ego": 0.06489312130471935, "sim_compute_robot_state-ego": 0.06308420326398767, "sim_compute_robot_state-npc0": 0.07362631611202074, "sim_compute_robot_state-npc1": 0.06784329552581345, "sim_compute_robot_state-npc2": 0.06736381848653157, "sim_compute_robot_state-npc3": 0.06821318121923917}, "udem1-13-0": {"driven_any": 0.21956329083315024, "sim_physics": 0.11851044262156768, "survival_time": 1.7000000000000008, "driven_lanedir": 0.193032006309092, "sim_render-ego": 0.06651801221510943, "in-drivable-lane": 0, "agent_compute-ego": 0.10232444370494168, "deviation-heading": 0.5904923420271754, "set_robot_commands": 0.07662600629469928, "deviation-center-line": 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set_robot_commands_max0.0783760991207389
set_robot_commands_mean0.07697437769510082
set_robot_commands_median0.07692151253926005
set_robot_commands_min0.07585872429004614
sim_compute_performance-ego_max0.06926028118577114
sim_compute_performance-ego_mean0.06695326716121491
sim_compute_performance-ego_median0.06727189718237246
sim_compute_performance-ego_min0.0644403288238927
sim_compute_robot_state-ego_max0.06599820626748575
sim_compute_robot_state-ego_mean0.06342859304946295
sim_compute_robot_state-ego_median0.06352305809656779
sim_compute_robot_state-ego_min0.06127159646216859
sim_compute_robot_state-npc0_max0.0768881452844498
sim_compute_robot_state-npc0_mean0.07470720359338028
sim_compute_robot_state-npc0_median0.07465788362106839
sim_compute_robot_state-npc0_min0.07362631611202074
sim_compute_robot_state-npc1_max0.07030968970440804
sim_compute_robot_state-npc1_mean0.06890685345827276
sim_compute_robot_state-npc1_median0.0685817551612854
sim_compute_robot_state-npc1_min0.06722432858235128
sim_compute_robot_state-npc2_max0.07202762715956744
sim_compute_robot_state-npc2_mean0.06887722632158645
sim_compute_robot_state-npc2_median0.06915412580265719
sim_compute_robot_state-npc2_min0.0652168828087884
sim_compute_robot_state-npc3_max0.07233954490499293
sim_compute_robot_state-npc3_mean0.06883362230041984
sim_compute_robot_state-npc3_median0.06889655033747355
sim_compute_robot_state-npc3_min0.06527273719375198
sim_compute_sim_state_max0.039990682934605795
sim_compute_sim_state_mean0.03872043968847357
sim_compute_sim_state_median0.03860295132586831
sim_compute_sim_state_min0.0372641473203092
sim_physics_max0.13553377099939296
sim_physics_mean0.12069382948806856
sim_physics_median0.11851044262156768
sim_physics_min0.1102967612883624
sim_render-ego_max0.06932689048148491
sim_render-ego_mean0.06666806855049306
sim_render-ego_median0.06694967269897462
sim_render-ego_min0.06364719177547254
simulation-passed1
survival_time_max14.950000000000076
survival_time_mean7.8233333333333555
survival_time_min1.7000000000000008
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217452475Liam Paull 🇨🇦challenge-aido_LF-template-randomaido2-LFVI-sim-testingstep1-simulationsuccessnoidsc-rudolf-119880:24:15
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driven_lanedir_consec_median0.6537162971975778
survival_time_median2.5999999999999988
deviation-center-line_median0.14884708769804722
in-drivable-lane_median0.549999999999998


other stats
agent_compute-ego_max0.16683374983923777
agent_compute-ego_mean0.16362768425520757
agent_compute-ego_median0.163273664230996
agent_compute-ego_min0.16073642685299827
deviation-center-line_max0.5141120095458062
deviation-center-line_mean0.1769000227005324
deviation-center-line_min0.06216029860587694
deviation-heading_max1.9929437250081896
deviation-heading_mean0.692977823395608
deviation-heading_median0.4928440244444201
deviation-heading_min0.24234723632033853
driven_any_max3.5343244022418343
driven_any_mean1.3470385992234175
driven_any_median1.001633421251194
driven_any_min0.3412551960104244
driven_lanedir_consec_max2.494308053441959
driven_lanedir_consec_mean0.881391085527715
driven_lanedir_consec_min0.3199180625488627
driven_lanedir_max2.494308053441959
driven_lanedir_mean0.8962528018383226
driven_lanedir_median0.7206363324756615
driven_lanedir_min0.3199180625488627
in-drivable-lane_max3.549999999999991
in-drivable-lane_mean0.839999999999998
in-drivable-lane_min0
per-episodes
details{"udem1-0-0": {"driven_any": 1.5811782993597916, "sim_physics": 0.12175136578233936, "survival_time": 3.949999999999994, "driven_lanedir": 0.9217908232230632, "sim_render-ego": 0.07183427448514142, "in-drivable-lane": 1.3499999999999952, "agent_compute-ego": 0.16608075250553178, "deviation-heading": 0.5694288623982039, "set_robot_commands": 0.0800280088110815, "deviation-center-line": 0.2348196785686717, "driven_lanedir_consec": 0.9213701538661684, "sim_compute_sim_state": 0.044201138653332674, "sim_compute_performance-ego": 0.06976460806931122, "sim_compute_robot_state-ego": 0.06535890434361712, "sim_compute_robot_state-npc0": 0.07991212832776806, "sim_compute_robot_state-npc1": 0.07915990563887584, "sim_compute_robot_state-npc2": 0.07837151273896423, "sim_compute_robot_state-npc3": 0.07687485067150261}, "udem1-1-0": {"driven_any": 0.47798123795353353, "sim_physics": 0.12077988045556204, "survival_time": 1.4000000000000006, "driven_lanedir": 0.4500753586658095, 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set_robot_commands_max0.0812851225288169
set_robot_commands_mean0.07944774890136364
set_robot_commands_median0.07947843802903226
set_robot_commands_min0.07795568466186524
sim_compute_performance-ego_max0.07300876182259865
sim_compute_performance-ego_mean0.07016479564265544
sim_compute_performance-ego_median0.07081885110764276
sim_compute_performance-ego_min0.06574262105501615
sim_compute_robot_state-ego_max0.06891920474859384
sim_compute_robot_state-ego_mean0.06485117032621433
sim_compute_robot_state-ego_median0.06499393935342437
sim_compute_robot_state-ego_min0.059748557897714466
sim_compute_robot_state-npc0_max0.08030713183208577
sim_compute_robot_state-npc0_mean0.07795453376356412
sim_compute_robot_state-npc0_median0.07831524667285737
sim_compute_robot_state-npc0_min0.07409367561340333
sim_compute_robot_state-npc1_max0.07915990563887584
sim_compute_robot_state-npc1_mean0.07535809816512887
sim_compute_robot_state-npc1_median0.07582777241865794
sim_compute_robot_state-npc1_min0.07119178295135498
sim_compute_robot_state-npc2_max0.07837151273896423
sim_compute_robot_state-npc2_mean0.07512079975511081
sim_compute_robot_state-npc2_median0.0757155567407608
sim_compute_robot_state-npc2_min0.07127487182617187
sim_compute_robot_state-npc3_max0.07737400702067784
sim_compute_robot_state-npc3_mean0.07395565666590094
sim_compute_robot_state-npc3_median0.0740712231504703
sim_compute_robot_state-npc3_min0.06966079235076904
sim_compute_sim_state_max0.04483895074753534
sim_compute_sim_state_mean0.04218482825328521
sim_compute_sim_state_median0.04323732852935791
sim_compute_sim_state_min0.03786940758044903
sim_physics_max0.1314258873462677
sim_physics_mean0.1208981503995308
sim_physics_median0.12077988045556204
sim_physics_min0.11416924916780911
sim_render-ego_max0.07367523434092697
sim_render-ego_mean0.07063528010512711
sim_render-ego_median0.07078220276605515
sim_render-ego_min0.06664674282073975
simulation-passed1
survival_time_max8.349999999999984
survival_time_mean3.3333333333333286
survival_time_min1.0500000000000005
No reset possible
217442487Liam Paull 🇨🇦challenge-aido_LF-baseline-duckietownaido2-LFVI-sim-testingstep1-simulationerrornoidsc-rudolf-119880:00:44
The container "solut [...]
The container "solution" exited with code 1.


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217322711Rami Al-Naim 🇷🇺challenge-aido_LF-baseline-duckietownaido2-LFVI-sim-testingstep1-simulationsuccessnoidsc-rudolf-119880:37:32
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driven_lanedir_consec_median0.2934298387753036
survival_time_median3.2999999999999963
deviation-center-line_median0.17855604539196737
in-drivable-lane_median0.29999999999999893


other stats
agent_compute-ego_max0.07793003140073834
agent_compute-ego_mean0.07377004382414247
agent_compute-ego_median0.07346223513285319
agent_compute-ego_min0.06966103651584724
deviation-center-line_max1.1287853111125894
deviation-center-line_mean0.4254125718556144
deviation-center-line_min0.07570953902639893
deviation-heading_max8.71353319399198
deviation-heading_mean2.6962007002742743
deviation-heading_median1.3589921059617724
deviation-heading_min0.3826380058674783
driven_any_max2.348938282774698
driven_any_mean0.9608478678136584
driven_any_median0.4766153060991166
driven_any_min0.20349748762888353
driven_lanedir_consec_max1.4308718682423758
driven_lanedir_consec_mean0.4919351700082918
driven_lanedir_consec_min0.17375077176575915
driven_lanedir_max1.8780563019377536
driven_lanedir_mean0.6455900569159707
driven_lanedir_median0.2934298387753036
driven_lanedir_min0.17375077176575915
in-drivable-lane_max3.400000000000033
in-drivable-lane_mean0.9800000000000068
in-drivable-lane_min0
per-episodes
details{"udem1-0-0": {"driven_any": 0.4999822818923429, "sim_physics": 0.1343857066732057, "survival_time": 3.5499999999999954, "driven_lanedir": 0.19726750175287067, "sim_render-ego": 0.07054822881456832, "in-drivable-lane": 1.1999999999999966, "agent_compute-ego": 0.0749407385436582, "deviation-heading": 1.3589921059617724, "set_robot_commands": 0.07860510450013926, "deviation-center-line": 0.2082957946489204, "driven_lanedir_consec": 0.18676581809998116, "sim_compute_sim_state": 0.039016596028502555, "sim_compute_performance-ego": 0.06795612859054351, "sim_compute_robot_state-ego": 0.0645491405272148, "sim_compute_robot_state-npc0": 0.07563724316341776, "sim_compute_robot_state-npc1": 0.06877232269502022, "sim_compute_robot_state-npc2": 0.06907162532000474, "sim_compute_robot_state-npc3": 0.06764234623438875}, "udem1-1-0": {"driven_any": 0.2597181904176557, "sim_physics": 0.12400036591749924, "survival_time": 1.950000000000001, "driven_lanedir": 0.1936724522317994, "sim_render-ego": 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set_robot_commands_max0.07860510450013926
set_robot_commands_mean0.07670363772239551
set_robot_commands_median0.07642693003428351
set_robot_commands_min0.07544782320658366
sim_compute_performance-ego_max0.07498262077569962
sim_compute_performance-ego_mean0.06900426931968148
sim_compute_performance-ego_median0.06879461512846105
sim_compute_performance-ego_min0.0639046277755346
sim_compute_robot_state-ego_max0.06852667778730392
sim_compute_robot_state-ego_mean0.06476964291128652
sim_compute_robot_state-ego_median0.06387931576361021
sim_compute_robot_state-ego_min0.06205971539020538
sim_compute_robot_state-npc0_max0.0793612798055013
sim_compute_robot_state-npc0_mean0.07638708708175204
sim_compute_robot_state-npc0_median0.07663839796315068
sim_compute_robot_state-npc0_min0.07052424015142979
sim_compute_robot_state-npc1_max0.07587700337171555
sim_compute_robot_state-npc1_mean0.07121849490700924
sim_compute_robot_state-npc1_median0.07141745964686076
sim_compute_robot_state-npc1_min0.06660208946619278
sim_compute_robot_state-npc2_max0.07437621845918543
sim_compute_robot_state-npc2_mean0.07133793142672243
sim_compute_robot_state-npc2_median0.07162250439325968
sim_compute_robot_state-npc2_min0.06740879401182517
sim_compute_robot_state-npc3_max0.07363421387142605
sim_compute_robot_state-npc3_mean0.07091100226506221
sim_compute_robot_state-npc3_median0.07133592665195465
sim_compute_robot_state-npc3_min0.06655119626949994
sim_compute_sim_state_max0.04201527436574301
sim_compute_sim_state_mean0.03991521231728656
sim_compute_sim_state_median0.03987984265682202
sim_compute_sim_state_min0.03840404333070267
sim_physics_max0.1595931500196457
sim_physics_mean0.12623131502555665
sim_physics_median0.12400036591749924
sim_physics_min0.11302702128887177
sim_render-ego_max0.07061217228571574
sim_render-ego_mean0.06880249200675972
sim_render-ego_median0.06924437387340565
sim_render-ego_min0.06353889978848971
simulation-passed1
survival_time_max14.950000000000076
survival_time_mean6.320000000000016
survival_time_min1.6000000000000008
No reset possible
217302506Rami Al-Naim 🇷🇺challenge-aido_LF-template-rosaido2-LFVI-sim-testingstep1-simulationerrornoidsc-rudolf-119880:00:55
The container "solut [...]
The container "solution" exited with code 1.


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217282512Rami Al-Naim 🇷🇺challenge-aido_LF-template-rosaido2-LFVI-sim-testingstep1-simulationerrornoidsc-rudolf-119880:01:24
The container "solut [...]
The container "solution" exited with code 1.


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217032594Julian Zillybaseline-IL-logs-tensorflowaido2-LFVI-sim-testingstep1-simulationsuccessnoidsc-rudolf-119880:35:16
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driven_lanedir_consec_median0.23394832658857156
survival_time_median5.1999999999999895
deviation-center-line_median0.36086096152216424
in-drivable-lane_median0


other stats
agent_compute-ego_max0.2071414629618327
agent_compute-ego_mean0.19631080475902027
agent_compute-ego_median0.19568526515593895
agent_compute-ego_min0.18762347323835388
deviation-center-line_max0.4848114906220863
deviation-center-line_mean0.36084939881271577
deviation-center-line_min0.2177439724477865
deviation-heading_max2.955088913383662
deviation-heading_mean2.1513083746080213
deviation-heading_median2.1898635210817163
deviation-heading_min1.31660262163233
driven_any_max0.43308174122746634
driven_any_mean0.2975771884085519
driven_any_median0.25922507781053467
driven_any_min0.17712193434799003
driven_lanedir_consec_max0.38257412850296335
driven_lanedir_consec_mean0.25825533715744686
driven_lanedir_consec_min0.1489286912193628
driven_lanedir_max0.38257412850296335
driven_lanedir_mean0.25825533715744686
driven_lanedir_median0.23394832658857156
driven_lanedir_min0.1489286912193628
in-drivable-lane_max0.09999999999999964
in-drivable-lane_mean0.019999999999999928
in-drivable-lane_min0
per-episodes
details{"udem1-0-0": {"driven_any": 0.332381116146186, "sim_physics": 0.11270370956294792, "survival_time": 6.0499999999999865, "driven_lanedir": 0.279765392915744, "sim_render-ego": 0.05970196684529959, "in-drivable-lane": 0, "agent_compute-ego": 0.18762347323835388, "deviation-heading": 2.836278140044183, "set_robot_commands": 0.07655700770291415, "deviation-center-line": 0.3782211916609115, "driven_lanedir_consec": 0.279765392915744, "sim_compute_sim_state": 0.03443652539213827, "sim_compute_performance-ego": 0.06360858925117933, "sim_compute_robot_state-ego": 0.06251946756662416, "sim_compute_robot_state-npc0": 0.06968607193182323, "sim_compute_robot_state-npc1": 0.06345866140255257, "sim_compute_robot_state-npc2": 0.0621419800214531, "sim_compute_robot_state-npc3": 0.06187161532315341}, "udem1-1-0": {"driven_any": 0.2628147374553932, "sim_physics": 0.1206221606420434, "survival_time": 4.599999999999992, "driven_lanedir": 0.2011741283714068, "sim_render-ego": 0.06335624145424884, 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sim_compute_robot_state-npc1_max0.0708981329394925
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sim_compute_robot_state-npc1_median0.06705955639006986
sim_compute_robot_state-npc1_min0.06345866140255257
sim_compute_robot_state-npc2_max0.06823108565639442
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sim_compute_robot_state-npc2_median0.0657614599103513
sim_compute_robot_state-npc2_min0.0621419800214531
sim_compute_robot_state-npc3_max0.0691260966387662
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sim_compute_robot_state-npc3_median0.06519831602389996
sim_compute_robot_state-npc3_min0.06187161532315341
sim_compute_sim_state_max0.03861933675679294
sim_compute_sim_state_mean0.03654326708528032
sim_compute_sim_state_median0.03668340123616732
sim_compute_sim_state_min0.03386983745976498
sim_physics_max0.12637294501793095
sim_physics_mean0.11602076150587808
sim_physics_median0.1144875379709097
sim_physics_min0.11061126845223564
sim_render-ego_max0.06777831641110507
sim_render-ego_mean0.06266401864694494
sim_render-ego_median0.06313078027022512
sim_render-ego_min0.05855065242500062
simulation-passed1
survival_time_max7.84999999999998
survival_time_mean5.406666666666655
survival_time_min3.099999999999997
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216972672Rami Al-Naim 🇷🇺Modidfied configaido2-LFVI-sim-testingstep1-simulationerrornoidsc-rudolf-119880:00:42
The container "solut [...]
The container "solution" exited with code 1.


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