coach/rl_coach/traces/Atari_DDQN_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,,,,
33,0.0,1.0,914.0,914.0,24.0,914.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
34,0.0,1.0,938.0,938.0,24.0,938.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
35,0.0,1.0,952.0,952.0,14.0,952.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
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,,,,
38,6.0,0.0,1052.0,1052.0,24.0,1052.0,0.9999762400000004,0.0,0.0,0.0,,,,0.011621166374728395,0.007253209209783542,0.0233411118388176,0.00042536974069662387,0.00025,0.0,0.00025,0.00025,0.20861883,0.09043731,0.33043125,0.055471677000000004,0.0,0.0,0.0,0.0,,,,
39,19.0,0.0,1104.0,1104.0,52.0,1104.0,0.9999247600000016,1.0,1.0,0.0,,,,0.009375989101289842,0.008602408125943498,0.01964397355914116,0.0007662256830371916,0.0002500000000000001,1.0842021724855042e-19,0.00025,0.00025,0.10414681,0.041330628,0.1739523,0.04631542,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
40,32.0,0.0,1157.0,1157.0,53.0,1157.0,0.9998722900000028,1.0,1.0,0.0,,,,0.004216977156689749,0.0062250271670845,0.015990214422345158,0.00013641366967931393,0.0002500000000000001,1.0842021724855042e-19,0.00025,0.00025,0.051616568,0.026250234,0.09666969,0.018353293,0.5189050264946156,0.4248965219314306,1.0,0.0,,,,
41,38.0,0.0,1181.0,1181.0,24.0,1181.0,0.9998485300000032,0.0,0.0,0.0,,,,0.00940173234557733,0.011808587587355859,0.030199062079191208,0.00039867157465778286,0.00025,0.0,0.00025,0.00025,0.049291857,0.021858651,0.08619139,0.027038603999999997,0.0,0.0,0.0,0.0,,,,
42,44.0,0.0,1205.0,1205.0,24.0,1205.0,0.9998247700000038,0.0,0.0,0.0,,,,0.003253004141151905,0.005478033809670058,0.014186717569828032,0.00021148539963178334,0.00025,0.0,0.00025,0.00025,0.030998081,0.0086913565,0.046081007,0.021621717000000002,0.0,0.0,0.0,0.0,,,,
43,65.0,0.0,1289.0,1289.0,84.0,1289.0,0.9997416100000056,2.0,2.0,0.0,,,,0.006360923155807541,0.010637098582104357,0.033659420907497406,3.813875082414597e-05,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.040325746,0.029566837000000002,0.11051471,0.008782425,0.8135908526638896,0.5532124566522134,1.6757290490602832,0.0,,,,
44,71.0,0.0,1313.0,1313.0,24.0,1313.0,0.999717850000006,0.0,0.0,0.0,,,,0.006687426008284092,0.006717228871435239,0.015104318968951704,0.0011541442945599554,0.00025,0.0,0.00025,0.00025,0.056377977,0.0067082494,0.06695364,0.050764576,0.0,0.0,0.0,0.0,,,,
45,77.0,0.0,1337.0,1337.0,24.0,1337.0,0.9996940900000066,0.0,0.0,0.0,,,,0.009425735042896122,0.007065420027168013,0.016139918938279152,0.0004650013870559633,0.00025,0.0,0.00025,0.00025,0.051550347,0.0125861475,0.06622851,0.029332476,0.0,0.0,0.0,0.0,,,,
46,90.0,0.0,1389.0,1389.0,52.0,1389.0,0.9996426100000078,1.0,1.0,0.0,,,,0.005108168571193043,0.009126175611763009,0.029644878581166267,7.393011765088886e-05,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.029077867,0.023819009,0.09797653,0.00894977,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
47,96.0,0.0,1413.0,1413.0,24.0,1413.0,0.9996188500000084,0.0,0.0,0.0,,,,0.00621527509210864,0.012069215533946331,0.0303536094725132,0.00011485518916742876,0.00025,0.0,0.00025,0.00025,0.029692616,0.021277762999999998,0.07161835,0.012244783,0.0,0.0,0.0,0.0,,,,
48,102.0,0.0,1437.0,1437.0,24.0,1437.0,0.9995950900000088,0.0,0.0,0.0,,,,0.0030546534027962482,0.005900750065231297,0.014856040477752687,5.453397534438409e-05,0.00025,0.0,0.00025,0.00025,0.018757036,0.012145813,0.042272082999999995,0.007007768,0.0,0.0,0.0,0.0,,,,
49,133.0,0.0,1559.0,1559.0,122.0,1559.0,0.9994743100000114,2.0,2.0,0.0,,,,0.005294896807996944,0.008879861446411405,0.030624499544501305,7.580087549285963e-05,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.02839056,0.020068118,0.08818367,0.007750848,0.7701711530717474,0.5253552177520254,1.617290140942288,0.0,,,,
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53,163.0,0.0,1678.0,1678.0,24.0,1678.0,0.999356500000014,0.0,0.0,0.0,,,,0.006156046826314802,0.007918168762639477,0.017557766288518906,0.00022482458734884858,0.00025,0.0,0.00025,0.00025,0.028665641000000002,0.018442903,0.05843295,0.006671609,0.0,0.0,0.0,0.0,,,,
54,169.0,0.0,1702.0,1702.0,24.0,1702.0,0.9993327400000144,0.0,0.0,0.0,,,,0.008390278958055811,0.0077711803957438595,0.017280908301472664,0.00042162308818660676,0.00025,0.0,0.00025,0.00025,0.035369676,0.022522924,0.06318774,0.0096994545,0.0,0.0,0.0,0.0,,,,
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