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coach/rl_coach/traces/Atari_C51_pong/trace.csv
Itai Caspi 72a1d9d426 Itaicaspi/episode reset refactoring (#105)
* reordering of the episode reset operation and allowing to store episodes only when they are terminated

* reordering of the episode reset operation and allowing to store episodes only when they are terminated

* revert tensorflow-gpu to 1.9.0 + bug fix in should_train()

* tests readme file and refactoring of policy optimization agent train function

* Update README.md

* Update README.md

* additional policy optimization train function simplifications

* Updated the traces after the reordering of the environment reset

* docker and jenkins files

* updated the traces to the ones from within the docker container

* updated traces and added control suite to the docker

* updated jenkins file with the intel proxy + updated doom basic a3c test params

* updated line breaks in jenkins file

* added a missing line break in jenkins file

* refining trace tests ignored presets + adding a configurable beta entropy value

* switch the order of trace and golden tests in jenkins + fix golden tests processes not killed issue

* updated benchmarks for dueling ddqn breakout and pong

* allowing dynamic updates to the loss weights + bug fix in episode.update_returns

* remove docker and jenkins file
2018-09-04 15:07:54 +03:00

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1.8 KiB
CSV

Episode #,Training Iter,In Heatup,ER #Transitions,ER #Episodes,Episode Length,Total steps,Epsilon,Shaped Training Reward,Training Reward,Update Target Network,Evaluation Reward,Shaped Evaluation Reward,Success Rate,Loss/Mean,Loss/Stdev,Loss/Max,Loss/Min,Learning Rate/Mean,Learning Rate/Stdev,Learning Rate/Max,Learning Rate/Min,Grads (unclipped)/Mean,Grads (unclipped)/Stdev,Grads (unclipped)/Max,Grads (unclipped)/Min,Q/Mean,Q/Stdev,Q/Max,Q/Min
1,0.0,1.0,1117.0,1117.0,1117.0,1117.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
2,205.0,0.0,1937.0,1937.0,820.0,1937.0,0.9991882000000176,-21.0,-21.0,0.0,,,,3.9302156448364256,0.0010496846440389027,3.931553840637207,3.9267423152923584,0.0002500000000000001,1.0842021724855042e-19,0.00025,0.00025,0.0021735325,0.0023975547,0.015546012,0.0008601941499999999,,,,
3,413.0,0.0,2768.0,2768.0,831.0,2768.0,0.9983655100000356,-21.0,-21.0,0.0,,,,3.9287387797465687,0.0010725536875668584,3.930054426193237,3.92205548286438,0.0002500000000000001,1.0842021724855042e-19,0.00025,0.00025,0.0014352581,0.0022775119,0.016661283,0.0005455515,0.06143524280438877,0.010833295539136235,0.0730189699679619,0.04586568772792873
4,667.0,0.0,3783.0,3783.0,1015.0,3783.0,0.9973606600000572,-20.0,-20.0,0.0,,,,3.9281875890071,0.0009267313904696912,3.9292049407958975,3.9252440929412837,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.0012879773,0.0025753588,0.018626466,0.00030493445,0.06362535804510176,0.0053005873567461975,0.06891775093972746,0.053885202482343325
5,892.0,0.0,4684.0,4684.0,901.0,4684.0,0.9964686700000768,-20.0,-20.0,0.0,,,,3.9280550532870815,0.0009707394231859632,3.9289817810058594,3.9241018295288086,0.0002500000000000001,1.0842021724855042e-19,0.00025,0.00025,0.00088581746,0.0017567717,0.016409054,0.00022121534999999999,0.06359539761518496,0.005375292811606972,0.07293013073504026,0.05364551693201117