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coach/rl_coach/traces/CartPole_Dueling_DDQN/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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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
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176,4389.0,0.0,5433.0,5433.0,14.0,5433.0,0.5653900000001746,14.0,14.0,1.0,,,,3.6635484970532928,4.721870996736686,18.240264892578125,0.8240376114845276,0.0002500000000000001,1.0842021724855042e-19,0.00025,0.00025,151.59169,101.99971,433.6189,48.03944,38.44107,15.642354000000001,46.814644,-1.7845006
177,4426.0,0.0,5470.0,5470.0,37.0,5470.0,0.5617270000001761,37.0,37.0,0.0,,,,3.1456497626172166,6.432130399590492,34.94391632080078,0.33652031421661377,0.00025,0.0,0.00025,0.00025,125.88171399999999,116.1289,565.13635,14.438326000000002,41.899646999999995,9.599523,49.31338,10.364974
178,4447.0,0.0,5491.0,5491.0,21.0,5491.0,0.5596480000001769,21.0,21.0,0.0,,,,4.667907774448395,8.696657863170326,42.05013275146485,0.6944838762283325,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,148.2742,86.35259,420.59076,44.144040000000004,38.534306,14.951324,48.148590000000006,0.5968609
179,4465.0,0.0,5509.0,5509.0,18.0,5509.0,0.5578660000001776,18.0,18.0,0.0,,,,3.6924713955206023,4.427199659950297,15.813797950744627,0.3761615753173828,0.00025,0.0,0.00025,0.00025,140.86902,91.13715,385.01122999999995,43.01146,42.25718,14.194853,48.551373,-1.9131006999999998
180,4486.0,0.0,5530.0,5530.0,21.0,5530.0,0.5557870000001784,21.0,21.0,0.0,,,,5.443352183699608,9.570937664767039,43.50799179077149,0.4155030846595764,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,174.3851,136.97862,561.2262,46.073044,44.13713,5.0870333,46.996437,30.908436
181,4511.0,0.0,5555.0,5555.0,25.0,5555.0,0.5533120000001794,25.0,25.0,0.0,,,,9.443055719137194,18.02929335357991,77.20877075195312,0.6681634187698364,0.00025,0.0,0.00025,0.00025,188.89323000000002,119.29188500000001,593.8832,36.160652,42.44617,10.375228,48.77297,2.2077807999999997
182,4523.0,0.0,5567.0,5567.0,12.0,5567.0,0.5521240000001799,12.0,12.0,0.0,,,,11.863161997361615,14.4645326857185,48.72209167480469,2.7784245014190674,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,312.25436,188.19228999999999,667.1968400000001,91.438484,31.103745,14.847863,45.24667,-0.6579943
183,4535.0,0.0,5579.0,5579.0,12.0,5579.0,0.5509360000001804,12.0,12.0,0.0,,,,12.272669846361337,16.71821939183711,56.35008239746094,1.6263011693954468,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,234.24516,153.43803,659.4289,88.0596,23.387165,14.267514000000002,42.07595,2.929924
184,4556.0,0.0,5600.0,5600.0,21.0,5600.0,0.5488570000001812,21.0,21.0,0.0,,,,7.741654357314109,9.737900566430786,39.67753982543945,0.594984233379364,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,221.26245,147.29677,654.20154,46.102726000000004,37.26147,14.6336775,47.698284,1.8915734
185,4571.0,0.0,5615.0,5615.0,15.0,5615.0,0.5473720000001818,15.0,15.0,0.0,,,,4.209602228232792,4.630322152798311,19.79533195495605,1.0872600078582764,0.0002500000000000001,1.0842021724855042e-19,0.00025,0.00025,168.61964,107.10331000000001,484.81247,51.163579999999996,33.640446000000004,17.54542,48.26747,4.1415596
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