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coach/rl_coach/traces/Atari_DQN_with_PER_pong/trace.csv
2018-10-02 17:55:16 +03:00

2.2 KiB

1Episode #Training IterIn HeatupER #TransitionsER #EpisodesEpisode LengthTotal stepsEpsilonShaped Training RewardTraining RewardUpdate Target NetworkEvaluation RewardShaped Evaluation RewardSuccess RateLoss/MeanLoss/StdevLoss/MaxLoss/MinLearning Rate/MeanLearning Rate/StdevLearning Rate/MaxLearning Rate/MinGrads (unclipped)/MeanGrads (unclipped)/StdevGrads (unclipped)/MaxGrads (unclipped)/MinDiscounted Return/MeanDiscounted Return/StdevDiscounted Return/MaxDiscounted Return/MinQ/MeanQ/StdevQ/MaxQ/Min
210.01.01117.01117.01117.01117.01.00.0-1.51802298949955670.6998808293377133-0.08930329112720292-3.148474706421977
32197.00.01905.01905.0788.01905.00.9992908000000232-21.0-21.00.00.00612545528004139650.00430501343004939360.0340368971228599556.793363718315959e-050.00025000000000000015.421010862427521e-200.000250.000250.0248382970000000020.0260576510.355517270.007053303-2.43123295645188180.5717677860635341-0.7105532272722921-3.3662833646890835
43436.00.02862.02862.0957.02862.00.9984295000000516-20.0-20.00.00.0058066134703215040.00300526688172851650.0149954538792371750.000331337185343727470.00025000000000000011.0842021724855042e-190.000250.000250.0160704350.0054440490.0428566820.0075193606-1.96512994964373360.7810357358559473-0.3655772928295825-3.29414613456438850.0495396140.0198734140.078623510.014469368
54627.00.03623.03623.0761.03623.00.9977446000000744-21.0-21.00.00.0062105009301663610.00303428749179225760.017078904435038570.00039394845953211190.00025000000000000015.421010862427521e-200.000250.000250.0145447030.00571468240.0399812940.004752383-2.51964812682642720.5839729089128289-0.7105532272722921-3.3699982440767453
65855.00.04535.04535.0912.04535.00.9969238000001012-20.0-20.00.00.0057680661684890650.00261724567121711430.0124381780624389650.00044922257075086240.00025000000000000011.0842021724855042e-190.000250.000250.0122451789999999980.00400542650.028876050.005628841-1.94805571959019170.7908203737498453-0.21371412100620468-3.27260537642918250.047628420.0119958620.069811210.027042279