coach/rl_coach/traces/Atari_DQN_breakout/trace.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,Discounted Return/Mean,Discounted Return/Stdev,Discounted Return/Max,Discounted Return/Min,Q/Mean,Q/Stdev,Q/Max,Q/Min
1,0.0,1.0,24.0,24.0,24.0,24.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
2,0.0,1.0,43.0,43.0,19.0,43.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
3,0.0,1.0,67.0,67.0,24.0,67.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
4,0.0,1.0,119.0,119.0,52.0,119.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
5,0.0,1.0,143.0,143.0,24.0,143.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
6,0.0,1.0,167.0,167.0,24.0,167.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
7,0.0,1.0,191.0,191.0,24.0,191.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
8,0.0,1.0,215.0,215.0,24.0,215.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
9,0.0,1.0,239.0,239.0,24.0,239.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
10,0.0,1.0,258.0,258.0,19.0,258.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
11,0.0,1.0,282.0,282.0,24.0,282.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
12,0.0,1.0,306.0,306.0,24.0,306.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
13,0.0,1.0,330.0,330.0,24.0,330.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
14,0.0,1.0,354.0,354.0,24.0,354.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
15,0.0,1.0,378.0,378.0,24.0,378.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
16,0.0,1.0,402.0,402.0,24.0,402.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
17,0.0,1.0,454.0,454.0,52.0,454.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
18,0.0,1.0,478.0,478.0,24.0,478.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
19,0.0,1.0,532.0,532.0,54.0,532.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.5092956741521227,0.4267174441531693,1.0,0.0,,,,
20,0.0,1.0,556.0,556.0,24.0,556.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
21,0.0,1.0,572.0,572.0,16.0,572.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
22,0.0,1.0,587.0,587.0,15.0,587.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
23,0.0,1.0,639.0,639.0,52.0,639.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
24,0.0,1.0,720.0,720.0,81.0,720.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.6168588624737614,0.5497029064357096,1.6757290490602832,0.0,,,,
25,0.0,1.0,744.0,744.0,24.0,744.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
26,0.0,1.0,749.0,749.0,5.0,749.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
27,0.0,1.0,773.0,773.0,24.0,773.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
28,0.0,1.0,775.0,775.0,2.0,775.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
29,0.0,1.0,799.0,799.0,24.0,799.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
30,0.0,1.0,823.0,823.0,24.0,823.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
31,0.0,1.0,875.0,875.0,52.0,875.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
32,0.0,1.0,890.0,890.0,15.0,890.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
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36,0.0,1.0,976.0,976.0,24.0,976.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
37,0.0,1.0,1028.0,1028.0,52.0,1028.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
38,6.0,0.0,1052.0,1052.0,24.0,1052.0,0.9999784000000008,0.0,0.0,0.0,,,,0.007512160120919969,0.009084235596471207,0.021884284913539886,0.0006514512933790684,0.0001,0.0,0.0001,0.0001,0.11248502,0.059490994000000005,0.20652017,0.05150528,0.0,0.0,0.0,0.0,,,,
39,19.0,0.0,1104.0,1104.0,52.0,1104.0,0.9999316000000024,1.0,1.0,0.0,,,,0.00770555368720894,0.007613501850299313,0.01708473451435566,6.912425305927172e-05,0.00010000000000000002,1.3552527156068802e-20,0.0001,0.0001,0.07920743,0.029231876,0.12717910000000002,0.0215218,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
40,32.0,0.0,1157.0,1157.0,53.0,1157.0,0.9998839000000038,1.0,1.0,0.0,,,,0.0038665057509206244,0.006663429625883885,0.016859913244843483,6.338841922115535e-05,0.00010000000000000002,1.3552527156068802e-20,0.0001,0.0001,0.04359537,0.032751653,0.11373342,0.018436207,0.5189050264946156,0.4248965219314306,1.0,0.0,,,,
41,38.0,0.0,1181.0,1181.0,24.0,1181.0,0.9998623000000044,0.0,0.0,0.0,,,,0.009906777506694196,0.012828861900584314,0.032354094088077545,0.00021845774608664212,0.0001,0.0,0.0001,0.0001,0.062697165,0.04579291,0.1381632,0.021157928,0.0,0.0,0.0,0.0,,,,
42,44.0,0.0,1205.0,1205.0,24.0,1205.0,0.9998407000000052,0.0,0.0,0.0,,,,0.003218855508021079,0.006007595245209621,0.015233767218887806,0.00017609297356102618,0.0001,0.0,0.0001,0.0001,0.044643737,0.023183642,0.090939656,0.030972278,0.0,0.0,0.0,0.0,,,,
43,65.0,0.0,1289.0,1289.0,84.0,1289.0,0.9997651000000076,2.0,2.0,0.0,,,,0.00554545286559005,0.009978370321366559,0.030941402539610863,5.9131925809197135e-05,0.0001,0.0,0.0001,0.0001,0.04346592,0.03349041,0.117581666,0.015040227,0.8135908526638896,0.5532124566522134,1.6757290490602832,0.0,,,,
44,71.0,0.0,1313.0,1313.0,24.0,1313.0,0.9997435000000084,0.0,0.0,0.0,,,,0.006331286215572618,0.00730927815531943,0.015809645876288414,0.0001858235482359305,0.0001,0.0,0.0001,0.0001,0.053107314,0.023791166000000002,0.09113982,0.028184915,0.0,0.0,0.0,0.0,,,,
45,77.0,0.0,1337.0,1337.0,24.0,1337.0,0.9997219000000092,0.0,0.0,0.0,,,,0.00956583049846813,0.0072255619303479785,0.016292544081807137,0.0006668217247352004,0.0001,0.0,0.0001,0.0001,0.07165501,0.016689008,0.09611513,0.04919903,0.0,0.0,0.0,0.0,,,,
46,90.0,0.0,1389.0,1389.0,52.0,1389.0,0.9996751000000108,1.0,1.0,0.0,,,,0.005235596901911777,0.009303620998940415,0.030228484421968464,9.3442686193157e-05,0.0001,0.0,0.0001,0.0001,0.04249437,0.037820145,0.15480705,0.0052049155,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
47,96.0,0.0,1413.0,1413.0,24.0,1413.0,0.9996535000000114,0.0,0.0,0.0,,,,0.006542772328248248,0.012281995043520094,0.031106390058994293,0.00031417433638125663,0.0001,0.0,0.0001,0.0001,0.054234672000000005,0.031794645,0.11612255,0.025195565,0.0,0.0,0.0,0.0,,,,
48,102.0,0.0,1437.0,1437.0,24.0,1437.0,0.999631900000012,0.0,0.0,0.0,,,,0.003176669451204361,0.006052895255573921,0.015281619504094126,3.070768798352219e-05,0.0001,0.0,0.0001,0.0001,0.03019191,0.020237612,0.06864391,0.008504554000000001,0.0,0.0,0.0,0.0,,,,
49,133.0,0.0,1559.0,1559.0,122.0,1559.0,0.9995221000000156,2.0,2.0,0.0,,,,0.005314481967919467,0.008928705498187875,0.03031578287482262,3.5884535463992506e-05,9.999999999999998e-05,2.7105054312137605e-20,0.0001,0.0001,0.044068832,0.03329162,0.14974512,0.009086184,0.7701711530717474,0.5253552177520254,1.617290140942288,0.0,,,,
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