Job ID submission user user label challenge step status up to date evaluator date started date completed duration message 17213
2349
Andrea Censi 🇨🇭Baseline solution using imitation learning from logs aido2_LFV_r3-v4-z2
step1-simulation failed yes idsc-rudolf-6108
2019-04-13 20:29:56+00:00 2019-04-13 20:31:52+00:00 0:01:56 InvalidSubmission:
T [...] InvalidSubmission:
Traceback (most recent call last):
File "experiment_manager.py", line 285, 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 92, 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 173, in read_one
nickname=self.nickname)
File "/project/src/zuper-nodes/src/zuper_nodes_wrapper/wrapper_outside.py", line 254, 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 282, 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 "imitation_agent.py", line 66, in on_received_get_commands
|| pwm_left, pwm_right = self.compute_action(self.config.current_image)
|| File "imitation_agent.py", line 41, in compute_action
|| graph = load_graph(frozen_model_filename)
|| File "/project/graph_utils.py", line 8, in load_graph
|| graph_def.ParseFromString(f.read())
|| File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/lib/io/file_io.py", line 125, in read
|| self._preread_check()
|| File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/lib/io/file_io.py", line 85, in _preread_check
|| compat.as_bytes(self.__name), 1024 * 512, status)
|| File "/usr/local/lib/python3.7/dist-packages/tensorflow/python/framework/errors_impl.py", line 528, in __exit__
|| c_api.TF_GetCode(self.status.status))
|| tensorflow.python.framework.errors_impl.NotFoundError: frozen_graph.pb; No such file or directory
||
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 426, in <module>
wrap(cie)
File "experiment_manager.py", line 415, in wrap
main(cie, logdir, attempts)
File "experiment_manager.py", line 128, in main
physics_dt=config.physics_dt)
File "experiment_manager.py", line 289, 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 17207
2344
Andrea Censi 🇨🇭Baseline solution using reinforcement learning aido2_LFV_r3-v4-z2
step1-simulation success yes idsc-rudolf-6108
2019-04-13 19:54:10+00:00 2019-04-13 20:07:07+00:00 0:12:57 Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median 0.332116072948907 survival_time_median 3.949999999999994 deviation-center-line_median 0.034452031723907796 in-drivable-lane_median 1.8999999999999968
other stats agent_compute-ego_max 0.2506018212733378 agent_compute-ego_mean 0.22313913363820476 agent_compute-ego_median 0.22079347372055053 agent_compute-ego_min 0.18556420538160537 deviation-center-line_max 0.07928218285565024 deviation-center-line_mean 0.049742647569582514 deviation-center-line_min 0.027943529826405057 deviation-heading_max 2.4860397999368335 deviation-heading_mean 1.3428035802687248 deviation-heading_median 1.4562195173236985 deviation-heading_min 0.3485093942119219 driven_any_max 1.5389427628629422 driven_any_mean 0.8806771338288797 driven_any_median 0.978288272224772 driven_any_min 0.25831704422157903 driven_lanedir_consec_max 0.4564240701868303 driven_lanedir_consec_mean 0.28200952751291875 driven_lanedir_consec_min 0.06618407762521927 driven_lanedir_max 0.4564240701868303 driven_lanedir_mean 0.28200952751291875 driven_lanedir_median 0.332116072948907 driven_lanedir_min 0.06618407762521927 in-drivable-lane_max 3.299999999999992 in-drivable-lane_mean 1.7599999999999971 in-drivable-lane_min 0.55 per-episodes details {"ETHZ_autolab_technical_track-0-0": {"driven_any": 0.6274998332498095, "sim_physics": 0.023543850580851237, "survival_time": 2.25, "driven_lanedir": 0.19866486279169537, "sim_render-ego": 0.0745329115125868, "in-drivable-lane": 1.0499999999999998, "agent_compute-ego": 0.18556420538160537, "deviation-heading": 0.9111063479743744, "set_robot_commands": 0.07857445610894097, "deviation-center-line": 0.03168723175484288, "driven_lanedir_consec": 0.19866486279169537, "sim_compute_sim_state": 0.03703434732225206, "sim_compute_performance-ego": 0.07011639806959365, "sim_compute_robot_state-ego": 0.06594806247287327, "sim_compute_robot_state-npc0": 0.07493735419379341, "sim_compute_robot_state-npc1": 0.06877764595879449, "sim_compute_robot_state-npc2": 0.06731215582953559, "sim_compute_robot_state-npc3": 0.06610476705763076}, "ETHZ_autolab_technical_track-1-0": {"driven_any": 1.000337756585296, "sim_physics": 0.02481360073331036, "survival_time": 3.949999999999994, "driven_lanedir": 0.3566585540119416, "sim_render-ego": 0.0661324368247503, "in-drivable-lane": 1.8999999999999968, "agent_compute-ego": 0.2184364011016073, "deviation-heading": 1.5121428418967957, "set_robot_commands": 0.0747398394572584, "deviation-center-line": 0.07928218285565024, "driven_lanedir_consec": 0.3566585540119416, "sim_compute_sim_state": 0.03706173353557345, "sim_compute_performance-ego": 0.06501942043063007, "sim_compute_robot_state-ego": 0.06794000577323045, "sim_compute_robot_state-npc0": 0.07125484188900719, "sim_compute_robot_state-npc1": 0.06592258622374715, "sim_compute_robot_state-npc2": 0.06504235690153098, "sim_compute_robot_state-npc3": 0.06518135795110389}, "ETHZ_autolab_technical_track-2-0": {"driven_any": 0.978288272224772, "sim_physics": 0.025706392526626588, "survival_time": 3.999999999999994, "driven_lanedir": 0.332116072948907, "sim_render-ego": 0.06305047571659088, "in-drivable-lane": 1.9999999999999964, "agent_compute-ego": 0.22079347372055053, "deviation-heading": 1.4562195173236985, "set_robot_commands": 0.07887804210186004, "deviation-center-line": 0.034452031723907796, "driven_lanedir_consec": 0.332116072948907, "sim_compute_sim_state": 0.03561325967311859, "sim_compute_performance-ego": 0.06244592368602753, "sim_compute_robot_state-ego": 0.06350809037685394, "sim_compute_robot_state-npc0": 0.07032995522022248, "sim_compute_robot_state-npc1": 0.06440300941467285, "sim_compute_robot_state-npc2": 0.06387690007686615, "sim_compute_robot_state-npc3": 0.0655652791261673}, "ETHZ_autolab_technical_track-3-0": {"driven_any": 1.5389427628629422, "sim_physics": 0.022820878574866376, "survival_time": 6.549999999999985, "driven_lanedir": 0.4564240701868303, "sim_render-ego": 0.06426662525147882, "in-drivable-lane": 3.299999999999992, "agent_compute-ego": 0.2506018212733378, "deviation-heading": 2.4860397999368335, "set_robot_commands": 0.07493169799105812, "deviation-center-line": 0.07534826168710664, "driven_lanedir_consec": 0.4564240701868303, "sim_compute_sim_state": 0.03498055734707199, "sim_compute_performance-ego": 0.06172188365732441, "sim_compute_robot_state-ego": 0.06100964546203613, "sim_compute_robot_state-npc0": 0.06770503065968288, "sim_compute_robot_state-npc1": 0.06326009845005647, "sim_compute_robot_state-npc2": 0.06221075822378843, "sim_compute_robot_state-npc3": 0.06263287376811486}, "ETHZ_autolab_technical_track-4-0": {"driven_any": 0.25831704422157903, "sim_physics": 0.01957593180916526, "survival_time": 1.1000000000000003, "driven_lanedir": 0.06618407762521927, "sim_render-ego": 0.05501114238392223, "in-drivable-lane": 0.55, "agent_compute-ego": 0.24029976671392267, "deviation-heading": 0.3485093942119219, "set_robot_commands": 0.07418135079470548, "deviation-center-line": 0.027943529826405057, "driven_lanedir_consec": 0.06618407762521927, "sim_compute_sim_state": 0.031945358623157845, "sim_compute_performance-ego": 0.055962963537736374, "sim_compute_robot_state-ego": 0.05923407728021795, "sim_compute_robot_state-npc0": 0.06313366239721124, "sim_compute_robot_state-npc1": 0.059810670939358795, "sim_compute_robot_state-npc2": 0.05850653214888139, "sim_compute_robot_state-npc3": 0.05851416154341264}}set_robot_commands_max 0.07887804210186004 set_robot_commands_mean 0.07626107729076459 set_robot_commands_median 0.07493169799105812 set_robot_commands_min 0.07418135079470548 sim_compute_performance-ego_max 0.07011639806959365 sim_compute_performance-ego_mean 0.06305331787626241 sim_compute_performance-ego_median 0.06244592368602753 sim_compute_performance-ego_min 0.055962963537736374 sim_compute_robot_state-ego_max 0.06794000577323045 sim_compute_robot_state-ego_mean 0.06352797627304235 sim_compute_robot_state-ego_median 0.06350809037685394 sim_compute_robot_state-ego_min 0.05923407728021795 sim_compute_robot_state-npc0_max 0.07493735419379341 sim_compute_robot_state-npc0_mean 0.06947216887198344 sim_compute_robot_state-npc0_median 0.07032995522022248 sim_compute_robot_state-npc0_min 0.06313366239721124 sim_compute_robot_state-npc1_max 0.06877764595879449 sim_compute_robot_state-npc1_mean 0.06443480219732596 sim_compute_robot_state-npc1_median 0.06440300941467285 sim_compute_robot_state-npc1_min 0.059810670939358795 sim_compute_robot_state-npc2_max 0.06731215582953559 sim_compute_robot_state-npc2_mean 0.0633897406361205 sim_compute_robot_state-npc2_median 0.06387690007686615 sim_compute_robot_state-npc2_min 0.05850653214888139 sim_compute_robot_state-npc3_max 0.06610476705763076 sim_compute_robot_state-npc3_mean 0.0635996878892859 sim_compute_robot_state-npc3_median 0.06518135795110389 sim_compute_robot_state-npc3_min 0.05851416154341264 sim_compute_sim_state_max 0.03706173353557345 sim_compute_sim_state_mean 0.035327051300234794 sim_compute_sim_state_median 0.03561325967311859 sim_compute_sim_state_min 0.031945358623157845 sim_physics_max 0.025706392526626588 sim_physics_mean 0.023292130844963965 sim_physics_median 0.023543850580851237 sim_physics_min 0.01957593180916526 sim_render-ego_max 0.0745329115125868 sim_render-ego_mean 0.0645987183378658 sim_render-ego_median 0.06426662525147882 sim_render-ego_min 0.05501114238392223 simulation-passed 1 survival_time_max 6.549999999999985 survival_time_mean 3.5699999999999945 survival_time_min 1.1000000000000003
No reset possible 17206
2340
Andrea Censi 🇨🇭Minimal agent (Python 2) aido2_LF_r3-v4-z2
step1-simulation success yes idsc-rudolf-6108
2019-04-13 19:22:47+00:00 2019-04-13 19:27:33+00:00 0:04:46 Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median 1.2501898935829012 survival_time_median 2.6499999999999986 deviation-center-line_median 0.02537368915309797 in-drivable-lane_median 0.4999999999999982
other stats agent_compute-ego_max 0.05277193717236789 agent_compute-ego_mean 0.0512415288856467 agent_compute-ego_median 0.05193870922304549 agent_compute-ego_min 0.04695517366582697 deviation-center-line_max 0.03958613065683618 deviation-center-line_mean 0.02918970941936276 deviation-center-line_min 0.020890767023363815 deviation-heading_max 0.20304552908957563 deviation-heading_mean 0.1920323650242732 deviation-heading_median 0.1949200760095926 deviation-heading_min 0.17840427823186208 driven_any_max 1.59 driven_any_mean 1.349999999999999 driven_any_median 1.5899999999999932 driven_any_min 0.9900000000000008 driven_lanedir_consec_max 1.3567189392346433 driven_lanedir_consec_mean 1.0593730735411984 driven_lanedir_consec_min 0.6561020726944444 driven_lanedir_max 1.3567189392346433 driven_lanedir_mean 1.0593730735411984 driven_lanedir_median 1.2501898935829012 driven_lanedir_min 0.6561020726944444 in-drivable-lane_max 0.5000000000000004 in-drivable-lane_mean 0.4299999999999992 in-drivable-lane_min 0.30000000000000027 per-episodes details {"ETHZ_autolab_technical_track-0-0": {"driven_any": 0.9900000000000012, "sim_physics": 0.013049963748816288, "survival_time": 1.6500000000000008, "driven_lanedir": 0.6561020726944444, "sim_render-ego": 0.055207628192323624, "in-drivable-lane": 0.5000000000000004, "agent_compute-ego": 0.04695517366582697, "deviation-heading": 0.18074641270076017, "set_robot_commands": 0.07087297150582979, "deviation-center-line": 0.020890767023363815, "driven_lanedir_consec": 0.6561020726944444, "sim_compute_sim_state": 0.03767802498557351, "sim_compute_performance-ego": 0.057931249791925606, "sim_compute_robot_state-ego": 0.05999252290436716}, "ETHZ_autolab_technical_track-1-0": {"driven_any": 0.9900000000000008, "sim_physics": 0.013120867989280006, "survival_time": 1.6500000000000008, "driven_lanedir": 0.7836645686111028, "sim_render-ego": 0.0649539412874164, "in-drivable-lane": 0.30000000000000027, "agent_compute-ego": 0.05265233733437278, "deviation-heading": 0.1949200760095926, "set_robot_commands": 0.07583847912875089, "deviation-center-line": 0.03958613065683618, "driven_lanedir_consec": 0.7836645686111028, "sim_compute_sim_state": 0.0428288560925108, "sim_compute_performance-ego": 0.0629012801430442, "sim_compute_robot_state-ego": 0.06518444870457504}, "ETHZ_autolab_technical_track-2-0": {"driven_any": 1.5899999999999932, "sim_physics": 0.013227786657945164, "survival_time": 2.6499999999999986, "driven_lanedir": 1.3567189392346433, "sim_render-ego": 0.062418141455020545, "in-drivable-lane": 0.34999999999999876, "agent_compute-ego": 0.05188948703262041, "deviation-heading": 0.17840427823186208, "set_robot_commands": 0.07319697793924583, "deviation-center-line": 0.034724271110417856, "driven_lanedir_consec": 1.3567189392346433, "sim_compute_sim_state": 0.039063161274172226, "sim_compute_performance-ego": 0.062179282026470835, "sim_compute_robot_state-ego": 0.06301714789192632}, "ETHZ_autolab_technical_track-3-0": {"driven_any": 1.59, "sim_physics": 0.013515054054980009, "survival_time": 2.6499999999999986, "driven_lanedir": 1.2501898935829012, "sim_render-ego": 0.06587648841570008, "in-drivable-lane": 0.4999999999999982, "agent_compute-ego": 0.05193870922304549, "deviation-heading": 0.20304552908957563, "set_robot_commands": 0.07380298848422069, "deviation-center-line": 0.02537368915309797, "driven_lanedir_consec": 1.2501898935829012, "sim_compute_sim_state": 0.04104194551144006, "sim_compute_performance-ego": 0.06348794361330429, "sim_compute_robot_state-ego": 0.06449627426435363}, "ETHZ_autolab_technical_track-4-0": {"driven_any": 1.59, "sim_physics": 0.012925872262918725, "survival_time": 2.6499999999999986, "driven_lanedir": 1.2501898935829012, "sim_render-ego": 0.06305300964499419, "in-drivable-lane": 0.4999999999999982, "agent_compute-ego": 0.05277193717236789, "deviation-heading": 0.20304552908957563, "set_robot_commands": 0.07885770977668043, "deviation-center-line": 0.02537368915309797, "driven_lanedir_consec": 1.2501898935829012, "sim_compute_sim_state": 0.04019540660786179, "sim_compute_performance-ego": 0.0619258610707409, "sim_compute_robot_state-ego": 0.0631252774652445}}set_robot_commands_max 0.07885770977668043 set_robot_commands_mean 0.07451382536694554 set_robot_commands_median 0.07380298848422069 set_robot_commands_min 0.07087297150582979 sim_compute_performance-ego_max 0.06348794361330429 sim_compute_performance-ego_mean 0.06168512332909717 sim_compute_performance-ego_median 0.062179282026470835 sim_compute_performance-ego_min 0.057931249791925606 sim_compute_robot_state-ego_max 0.06518444870457504 sim_compute_robot_state-ego_mean 0.06316313424609332 sim_compute_robot_state-ego_median 0.0631252774652445 sim_compute_robot_state-ego_min 0.05999252290436716 sim_compute_sim_state_max 0.0428288560925108 sim_compute_sim_state_mean 0.040161478894311674 sim_compute_sim_state_median 0.04019540660786179 sim_compute_sim_state_min 0.03767802498557351 sim_physics_max 0.013515054054980009 sim_physics_mean 0.013167908942788038 sim_physics_median 0.013120867989280006 sim_physics_min 0.012925872262918725 sim_render-ego_max 0.06587648841570008 sim_render-ego_mean 0.06230184179909097 sim_render-ego_median 0.06305300964499419 sim_render-ego_min 0.055207628192323624 simulation-passed 1 survival_time_max 2.6499999999999986 survival_time_mean 2.249999999999999 survival_time_min 1.6500000000000008
No reset possible 17203
2337
Andrea Censi 🇨🇭Minimal agent aido2_LF_r3-v4-z2
step1-simulation success yes idsc-rudolf-6108
2019-04-13 19:14:59+00:00 2019-04-13 19:22:20+00:00 0:07:21 Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median 0.6859990822522983 survival_time_median 3.399999999999996 deviation-center-line_median 0.1202293815485396 in-drivable-lane_median 1.3499999999999952
other stats agent_compute-ego_max 0.1434646950048559 agent_compute-ego_mean 0.13983989620208237 agent_compute-ego_median 0.14156243859267817 agent_compute-ego_min 0.13088697478884742 deviation-center-line_max 0.20784364836514316 deviation-center-line_mean 0.14265024925288242 deviation-center-line_min 0.1070055904497026 deviation-heading_max 0.3886055345167397 deviation-heading_mean 0.3621006277452553 deviation-heading_median 0.37092376484647793 deviation-heading_min 0.30707254041461957 driven_any_max 1.4782765184420763 driven_any_mean 1.131547350619698 driven_any_median 1.0097725221691731 driven_any_min 0.9477327875430368 driven_lanedir_consec_max 0.9654651499017186 driven_lanedir_consec_mean 0.7418830599145954 driven_lanedir_consec_min 0.5879893173150568 driven_lanedir_max 0.9654651499017186 driven_lanedir_mean 0.7418830599145954 driven_lanedir_median 0.6859990822522983 driven_lanedir_min 0.5879893173150568 in-drivable-lane_max 2.0499999999999927 in-drivable-lane_mean 1.2399999999999956 in-drivable-lane_min 0 per-episodes details {"ETHZ_autolab_technical_track-0-0": {"driven_any": 1.0097725221691731, "sim_physics": 0.013825058937072754, "survival_time": 3.399999999999996, "driven_lanedir": 0.5879893173150568, "sim_render-ego": 0.05946742085849538, "in-drivable-lane": 1.3499999999999952, "agent_compute-ego": 0.1434646950048559, "deviation-heading": 0.3886055345167397, "set_robot_commands": 0.0770070517764372, "deviation-center-line": 0.1128230942788872, "driven_lanedir_consec": 0.5879893173150568, "sim_compute_sim_state": 0.039123948882607854, "sim_compute_performance-ego": 0.06300182202283074, "sim_compute_robot_state-ego": 0.06443668814266429}, "ETHZ_autolab_technical_track-1-0": {"driven_any": 0.9477327875430368, "sim_physics": 0.013529887275090292, "survival_time": 3.149999999999997, "driven_lanedir": 0.6859990822522983, "sim_render-ego": 0.05823078609648205, "in-drivable-lane": 0.7999999999999972, "agent_compute-ego": 0.13088697478884742, "deviation-heading": 0.3652178406992292, "set_robot_commands": 0.07490380605061848, "deviation-center-line": 0.1070055904497026, "driven_lanedir_consec": 0.6859990822522983, "sim_compute_sim_state": 0.03835890028211805, "sim_compute_performance-ego": 0.059366861979166664, "sim_compute_robot_state-ego": 0.06033890209500752}, "ETHZ_autolab_technical_track-2-0": {"driven_any": 0.9705553879075464, "sim_physics": 0.013394810603215145, "survival_time": 3.2499999999999964, "driven_lanedir": 0.9654651499017186, "sim_render-ego": 0.05960181676424467, "in-drivable-lane": 0, "agent_compute-ego": 0.14301430262052095, "deviation-heading": 0.30707254041461957, "set_robot_commands": 0.08039087515610915, "deviation-center-line": 0.20784364836514316, "driven_lanedir_consec": 0.9654651499017186, "sim_compute_sim_state": 0.03761271696824294, "sim_compute_performance-ego": 0.06044148665208083, "sim_compute_robot_state-ego": 0.06175330602205717}, "ETHZ_autolab_technical_track-3-0": {"driven_any": 1.251399537036658, "sim_physics": 0.014559204985455768, "survival_time": 4.099999999999993, "driven_lanedir": 0.6183498913595016, "sim_render-ego": 0.057992923550489475, "in-drivable-lane": 1.999999999999993, "agent_compute-ego": 0.14156243859267817, "deviation-heading": 0.37092376484647793, "set_robot_commands": 0.0761457943334812, "deviation-center-line": 0.1202293815485396, "driven_lanedir_consec": 0.6183498913595016, "sim_compute_sim_state": 0.037599371700752074, "sim_compute_performance-ego": 0.05996188303319419, "sim_compute_robot_state-ego": 0.06308495998382568}, "ETHZ_autolab_technical_track-4-0": {"driven_any": 1.4782765184420763, "sim_physics": 0.014536912441253665, "survival_time": 4.99999999999999, "driven_lanedir": 0.8516118587444015, "sim_render-ego": 0.06180107831954956, "in-drivable-lane": 2.0499999999999927, "agent_compute-ego": 0.14027107000350952, "deviation-heading": 0.3786834582492101, "set_robot_commands": 0.07712271928787232, "deviation-center-line": 0.16534953162213956, "driven_lanedir_consec": 0.8516118587444015, "sim_compute_sim_state": 0.03966642618179321, "sim_compute_performance-ego": 0.0633484148979187, "sim_compute_robot_state-ego": 0.0658282470703125}}set_robot_commands_max 0.08039087515610915 set_robot_commands_mean 0.07711404932090367 set_robot_commands_median 0.0770070517764372 set_robot_commands_min 0.07490380605061848 sim_compute_performance-ego_max 0.0633484148979187 sim_compute_performance-ego_mean 0.06122409371703823 sim_compute_performance-ego_median 0.06044148665208083 sim_compute_performance-ego_min 0.059366861979166664 sim_compute_robot_state-ego_max 0.0658282470703125 sim_compute_robot_state-ego_mean 0.06308842066277343 sim_compute_robot_state-ego_median 0.06308495998382568 sim_compute_robot_state-ego_min 0.06033890209500752 sim_compute_sim_state_max 0.03966642618179321 sim_compute_sim_state_mean 0.03847227280310282 sim_compute_sim_state_median 0.03835890028211805 sim_compute_sim_state_min 0.037599371700752074 sim_physics_max 0.014559204985455768 sim_physics_mean 0.013969174848417525 sim_physics_median 0.013825058937072754 sim_physics_min 0.013394810603215145 sim_render-ego_max 0.06180107831954956 sim_render-ego_mean 0.059418805117852226 sim_render-ego_median 0.05946742085849538 sim_render-ego_min 0.057992923550489475 simulation-passed 1 survival_time_max 4.99999999999999 survival_time_mean 3.779999999999995 survival_time_min 3.149999999999997
No reset possible 17198
2317
Julian Zilly Baseline solution using imitation learning from logs aido2_LFV_r1-v4
step1-simulation success yes idsc-rudolf-6108
2019-04-12 15:35:21+00:00 2019-04-12 15:44:19+00:00 0:08:58 Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median 0.18482147694429377 survival_time_median 1.3500000000000003 deviation-center-line_median 0.0796215982274241 in-drivable-lane_median 0
other stats agent_compute-ego_max 0.2179848176461679 agent_compute-ego_mean 0.21121188830926477 agent_compute-ego_median 0.20785572611052416 agent_compute-ego_min 0.20577315930966977 deviation-center-line_max 0.08707529315155964 deviation-center-line_mean 0.08097120325609464 deviation-center-line_min 0.07757893162890622 deviation-heading_max 0.7560020895565267 deviation-heading_mean 0.7216166776769308 deviation-heading_median 0.7366530474494495 deviation-heading_min 0.6679507984834561 driven_any_max 0.2425683527023217 driven_any_mean 0.2290298726594342 driven_any_median 0.22767271249920948 driven_any_min 0.2212341045831002 driven_lanedir_consec_max 0.1984134802735915 driven_lanedir_consec_mean 0.1841948463590811 driven_lanedir_consec_min 0.17277119420330234 driven_lanedir_max 0.1984134802735915 driven_lanedir_mean 0.1841948463590811 driven_lanedir_median 0.18482147694429377 driven_lanedir_min 0.17277119420330234 in-drivable-lane_max 0 in-drivable-lane_mean 0 in-drivable-lane_min 0 per-episodes details {"ETHZ_autolab_technical_track-0-0": {"driven_any": 0.22932966262753895, "sim_physics": 0.003133086057809683, "survival_time": 1.3000000000000005, "driven_lanedir": 0.18751992700050923, "sim_render-ego": 0.07186454993027908, "in-drivable-lane": 0, "agent_compute-ego": 0.2171984635866605, "deviation-heading": 0.6679507984834561, "set_robot_commands": 0.07993325820335975, "deviation-center-line": 0.07757893162890622, "driven_lanedir_consec": 0.18751992700050923, "sim_compute_sim_state": 0.03929253724905161, "sim_compute_performance-ego": 0.06749579539665809, "sim_compute_robot_state-ego": 0.5080971717834473, "sim_compute_robot_state-npc0": 0.07557609448066124, "sim_compute_robot_state-npc1": 0.06955259579878587, "sim_compute_robot_state-npc2": 0.07153392755068265, "sim_compute_robot_state-npc3": 0.0696730246910682}, "ETHZ_autolab_technical_track-1-0": {"driven_any": 0.2425683527023217, "sim_physics": 0.0031151442692197604, "survival_time": 1.4500000000000006, "driven_lanedir": 0.1984134802735915, "sim_render-ego": 0.06347222163759429, "in-drivable-lane": 0, "agent_compute-ego": 0.20785572611052416, "deviation-heading": 0.7366530474494495, "set_robot_commands": 0.08256989511950262, "deviation-center-line": 0.08707529315155964, "driven_lanedir_consec": 0.1984134802735915, "sim_compute_sim_state": 0.03859922803681472, "sim_compute_performance-ego": 0.0657678225944782, "sim_compute_robot_state-ego": 0.08295282002153068, "sim_compute_robot_state-npc0": 0.07544313628098061, "sim_compute_robot_state-npc1": 0.06795483622057684, "sim_compute_robot_state-npc2": 0.0663974038485823, "sim_compute_robot_state-npc3": 0.07052632035880253}, "ETHZ_autolab_technical_track-2-0": {"driven_any": 0.22767271249920948, "sim_physics": 0.0030908231382016783, "survival_time": 1.3500000000000003, "driven_lanedir": 0.18482147694429377, "sim_render-ego": 0.07255622192665383, "in-drivable-lane": 0, "agent_compute-ego": 0.2072472748933015, "deviation-heading": 0.7041554170496334, "set_robot_commands": 0.0765298914026331, "deviation-center-line": 0.07930110646342275, "driven_lanedir_consec": 0.18482147694429377, "sim_compute_sim_state": 0.03682504759894477, "sim_compute_performance-ego": 0.07182293468051487, "sim_compute_robot_state-ego": 0.08495535673918547, "sim_compute_robot_state-npc0": 0.07255405849880642, "sim_compute_robot_state-npc1": 0.0688088646641484, "sim_compute_robot_state-npc2": 0.06947167714436848, "sim_compute_robot_state-npc3": 0.06660828766999422}, "ETHZ_autolab_technical_track-3-0": {"driven_any": 0.2212341045831002, "sim_physics": 0.003343255431563766, "survival_time": 1.3500000000000003, "driven_lanedir": 0.17277119420330234, "sim_render-ego": 0.0697928887826425, "in-drivable-lane": 0, "agent_compute-ego": 0.20577315930966977, "deviation-heading": 0.7560020895565267, "set_robot_commands": 0.08117483280323169, "deviation-center-line": 0.0796215982274241, "driven_lanedir_consec": 0.17277119420330234, "sim_compute_sim_state": 0.03633258077833387, "sim_compute_performance-ego": 0.06594486589784976, "sim_compute_robot_state-ego": 0.08416260613335504, "sim_compute_robot_state-npc0": 0.07464325869524921, "sim_compute_robot_state-npc1": 0.06710208786858453, "sim_compute_robot_state-npc2": 0.06637330408449527, "sim_compute_robot_state-npc3": 0.06471512052747938}, "ETHZ_autolab_technical_track-4-0": {"driven_any": 0.22434453088500067, "sim_physics": 0.0032905825862178098, "survival_time": 1.3500000000000003, "driven_lanedir": 0.17744815337370867, "sim_render-ego": 0.07194966740078396, "in-drivable-lane": 0, "agent_compute-ego": 0.2179848176461679, "deviation-heading": 0.7433220358455889, "set_robot_commands": 0.07792939080132379, "deviation-center-line": 0.08127908680916048, "driven_lanedir_consec": 0.17744815337370867, "sim_compute_sim_state": 0.04195834972240307, "sim_compute_performance-ego": 0.06665066436485008, "sim_compute_robot_state-ego": 0.08496292432149251, "sim_compute_robot_state-npc0": 0.07570404476589626, "sim_compute_robot_state-npc1": 0.06831761642738625, "sim_compute_robot_state-npc2": 0.06929190070540817, "sim_compute_robot_state-npc3": 0.06900634589018645}}set_robot_commands_max 0.08256989511950262 set_robot_commands_mean 0.07962745366601018 set_robot_commands_median 0.07993325820335975 set_robot_commands_min 0.0765298914026331 sim_compute_performance-ego_max 0.07182293468051487 sim_compute_performance-ego_mean 0.0675364165868702 sim_compute_performance-ego_median 0.06665066436485008 sim_compute_performance-ego_min 0.0657678225944782 sim_compute_robot_state-ego_max 0.5080971717834473 sim_compute_robot_state-ego_mean 0.16902617579980225 sim_compute_robot_state-ego_median 0.08495535673918547 sim_compute_robot_state-ego_min 0.08295282002153068 sim_compute_robot_state-npc0_max 0.07570404476589626 sim_compute_robot_state-npc0_mean 0.07478411854431875 sim_compute_robot_state-npc0_median 0.07544313628098061 sim_compute_robot_state-npc0_min 0.07255405849880642 sim_compute_robot_state-npc1_max 0.06955259579878587 sim_compute_robot_state-npc1_mean 0.06834720019589638 sim_compute_robot_state-npc1_median 0.06831761642738625 sim_compute_robot_state-npc1_min 0.06710208786858453 sim_compute_robot_state-npc2_max 0.07153392755068265 sim_compute_robot_state-npc2_mean 0.06861364266670737 sim_compute_robot_state-npc2_median 0.06929190070540817 sim_compute_robot_state-npc2_min 0.06637330408449527 sim_compute_robot_state-npc3_max 0.07052632035880253 sim_compute_robot_state-npc3_mean 0.06810581982750616 sim_compute_robot_state-npc3_median 0.06900634589018645 sim_compute_robot_state-npc3_min 0.06471512052747938 sim_compute_sim_state_max 0.04195834972240307 sim_compute_sim_state_mean 0.0386015486771096 sim_compute_sim_state_median 0.03859922803681472 sim_compute_sim_state_min 0.03633258077833387 sim_physics_max 0.003343255431563766 sim_physics_mean 0.00319457829660254 sim_physics_median 0.003133086057809683 sim_physics_min 0.0030908231382016783 sim_render-ego_max 0.07255622192665383 sim_render-ego_mean 0.06992710993559073 sim_render-ego_median 0.07186454993027908 sim_render-ego_min 0.06347222163759429 simulation-passed 1 survival_time_max 1.4500000000000006 survival_time_mean 1.3600000000000003 survival_time_min 1.3000000000000005
No reset possible