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,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,,,,,,,,,,,,,,,,,,,
2,0.0,1.0,43.0,43.0,19.0,43.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
3,0.0,1.0,67.0,67.0,24.0,67.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
4,0.0,1.0,119.0,119.0,52.0,119.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
5,0.0,1.0,143.0,143.0,24.0,143.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
6,0.0,1.0,167.0,167.0,24.0,167.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
7,0.0,1.0,191.0,191.0,24.0,191.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
8,0.0,1.0,215.0,215.0,24.0,215.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
9,0.0,1.0,239.0,239.0,24.0,239.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
10,0.0,1.0,258.0,258.0,19.0,258.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
11,0.0,1.0,282.0,282.0,24.0,282.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
12,0.0,1.0,306.0,306.0,24.0,306.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
13,0.0,1.0,330.0,330.0,24.0,330.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
14,0.0,1.0,354.0,354.0,24.0,354.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
15,0.0,1.0,378.0,378.0,24.0,378.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
16,0.0,1.0,402.0,402.0,24.0,402.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
17,0.0,1.0,454.0,454.0,52.0,454.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
18,0.0,1.0,478.0,478.0,24.0,478.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
19,0.0,1.0,532.0,532.0,54.0,532.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
20,0.0,1.0,556.0,556.0,24.0,556.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
21,0.0,1.0,572.0,572.0,16.0,572.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
22,0.0,1.0,587.0,587.0,15.0,587.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
23,0.0,1.0,639.0,639.0,52.0,639.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
24,0.0,1.0,720.0,720.0,81.0,720.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
25,0.0,1.0,744.0,744.0,24.0,744.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
26,0.0,1.0,749.0,749.0,5.0,749.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
27,0.0,1.0,773.0,773.0,24.0,773.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
28,0.0,1.0,775.0,775.0,2.0,775.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
29,0.0,1.0,799.0,799.0,24.0,799.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
30,0.0,1.0,823.0,823.0,24.0,823.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
31,0.0,1.0,875.0,875.0,52.0,875.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
32,0.0,1.0,890.0,890.0,15.0,890.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
33,0.0,1.0,914.0,914.0,24.0,914.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
34,0.0,1.0,938.0,938.0,24.0,938.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
35,0.0,1.0,952.0,952.0,14.0,952.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
36,0.0,1.0,976.0,976.0,24.0,976.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
37,0.0,1.0,1028.0,1028.0,52.0,1028.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,,
38,6.0,0.0,1052.0,1052.0,24.0,1052.0,0.9999784000000008,0.0,0.0,0.0,,,,0.006370391376549378,0.008122567814606772,0.018481984734535217,0.0003535492578521371,0.0001,0.0,0.0001,0.0001,0.08883634,0.04873927,0.16017666,0.038832474,,,,
39,19.0,0.0,1104.0,1104.0,52.0,1104.0,0.9999316000000024,1.0,1.0,0.0,,,,0.007418192976799148,0.007569568619444546,0.01635981723666191,0.00013985816622152925,0.00010000000000000002,1.3552527156068802e-20,0.0001,0.0001,0.06798254,0.028853972999999998,0.10800784,0.026675487,,,,
40,23.0,0.0,1121.0,1121.0,17.0,1121.0,0.9999163000000028,0.0,0.0,0.0,,,,0.00017639106226852164,3.565766531559481e-05,0.0002149496867787093,0.00012910421355627474,0.0001,0.0,0.0001,0.0001,0.026248712,0.004194798,0.03108513,0.020673043999999998,,,,
41,29.0,0.0,1145.0,1145.0,24.0,1145.0,0.9998947000000036,0.0,0.0,0.0,,,,0.002663333326684855,0.005748274195983714,0.015516617335379125,2.5943547370843593e-05,0.0001,0.0,0.0001,0.0001,0.031645532999999997,0.027712604,0.09280728,0.010778646999999999,,,,
42,32.0,0.0,1154.0,1154.0,9.0,1154.0,0.9998866000000036,0.0,0.0,0.0,,,,0.010605739177359887,0.007442749919108965,0.016504891216754913,0.00010687223402783276,0.0001,0.0,0.0001,0.0001,0.06866064,0.037021194,0.103102915,0.017290563999999998,,,,
43,38.0,0.0,1178.0,1178.0,24.0,1178.0,0.9998650000000044,0.0,0.0,0.0,,,,0.008068924872835245,0.012180306266258522,0.03201685845851898,7.826578803360461e-05,0.0001,0.0,0.0001,0.0001,0.04529367,0.044958744,0.12701628,0.010768976000000001,,,,
44,44.0,0.0,1202.0,1202.0,24.0,1202.0,0.9998434000000052,0.0,0.0,0.0,,,,0.002641698973699628,0.005607590973354203,0.015180550515651703,9.213438897859304e-05,0.0001,0.0,0.0001,0.0001,0.032308377,0.022952443,0.08339611,0.018331693,,,,
45,50.0,0.0,1226.0,1226.0,24.0,1226.0,0.999821800000006,0.0,0.0,0.0,,,,0.0027433208651928,0.005809489610785532,0.015732955187559128,6.054259938537144e-05,0.0001,0.0,0.0001,0.0001,0.032428652,0.024240054,0.085733086,0.014371156999999999,,,,
46,56.0,0.0,1250.0,1250.0,24.0,1250.0,0.9998002000000066,0.0,0.0,0.0,,,,0.007816766073422817,0.007680892297215618,0.015757091343402863,0.0001039449853124097,0.0001,0.0,0.0001,0.0001,0.052515224000000006,0.030576844,0.08393093,0.016652413,,,,
47,72.0,0.0,1317.0,1317.0,67.0,1317.0,0.9997399000000086,2.0,2.0,0.0,,,,0.005795149803816457,0.007313042166020656,0.015512085519731043,6.668813148280606e-05,0.0001,0.0,0.0001,0.0001,0.040837742,0.02644932,0.08433436,0.015599476999999999,,,,
48,78.0,0.0,1341.0,1341.0,24.0,1341.0,0.9997183000000092,0.0,0.0,0.0,,,,0.007872342544336183,0.007584865088228444,0.015954922884702682,0.0002676807052921504,0.0001,0.0,0.0001,0.0001,0.056432143,0.024932565,0.08683887,0.029567836,,,,
49,84.0,0.0,1365.0,1365.0,24.0,1365.0,0.99969670000001,0.0,0.0,0.0,,,,0.0002321733870000268,6.838529233509854e-05,0.00033427577000111336,0.00015028740745037794,0.0001,0.0,0.0001,0.0001,0.027531017999999997,0.003927325,0.033172663,0.023846399,,,,
50,89.0,0.0,1384.0,1384.0,19.0,1384.0,0.9996796000000104,0.0,0.0,0.0,,,,0.006005211102456087,0.0072775274302707485,0.014929639175534247,3.1660372769692906e-05,0.0001,0.0,0.0001,0.0001,0.033490233,0.026540382,0.06625875,0.005425416999999999,,,,
51,94.0,0.0,1404.0,1404.0,20.0,1404.0,0.9996616000000113,0.0,0.0,0.0,,,,0.003352438056026585,0.006448937131383953,0.016250258311629295,9.238433267455548e-05,0.0001,0.0,0.0001,0.0001,0.036665846,0.02746792,0.090546235,0.01292216,,,,
52,100.0,0.0,1428.0,1428.0,24.0,1428.0,0.999640000000012,0.0,0.0,0.0,,,,0.005249515351655039,0.007365842512140458,0.01568472571671009,1.711856384645216e-05,0.0001,0.0,0.0001,0.0001,0.03186806,0.033418816000000004,0.08107760000000001,0.006044321700000001,,,,
53,106.0,0.0,1452.0,1452.0,24.0,1452.0,0.9996184000000126,0.0,0.0,0.0,,,,0.0026084199532003067,0.005562138227752158,0.015045211650431156,5.5361928389174864e-05,0.0001,0.0,0.0001,0.0001,0.02319148,0.016538234,0.059809,0.0133666275,,,,
54,112.0,0.0,1476.0,1476.0,24.0,1476.0,0.9995968000000132,0.0,0.0,0.0,,,,0.007962664688723937,0.007831201410092888,0.01597711816430092,0.00011033464397769419,0.0001,0.0,0.0001,0.0001,0.054545775,0.034345116,0.09325709,0.016819255,,,,
55,133.0,0.0,1559.0,1559.0,83.0,1559.0,0.9995221000000156,2.0,2.0,0.0,,,,0.0030373626284147448,0.007486234818039934,0.029829658567905426,8.45234353619162e-06,0.0001,1.3552527156068802e-20,0.0001,0.0001,0.02881218,0.023862895,0.09485347599999999,0.0037802244,,,,
56,139.0,0.0,1583.0,1583.0,24.0,1583.0,0.9995005000000164,0.0,0.0,0.0,,,,2.6163298040652688e-05,1.6300803257141283e-05,5.6456115999026224e-05,7.137912234611576e-06,0.0001,0.0,0.0001,0.0001,0.004396327,0.0013734185000000001,0.0071627719999999995,0.0028483685999999998,,,,
57,140.0,0.0,1586.0,1586.0,3.0,1586.0,0.9994978000000164,0.0,0.0,0.0,,,,2.501662493159529e-05,0.0,2.501662493159529e-05,2.501662493159529e-05,0.0001,0.0,0.0001,0.0001,0.0053594459999999995,0.0,0.0053594459999999995,0.0053594459999999995,,,,
58,153.0,0.0,1638.0,1638.0,52.0,1638.0,0.999451000000018,1.0,1.0,0.0,,,,0.00722284048466603,0.011563232001583629,0.03138667717576027,2.2430889657698568e-05,0.00010000000000000002,1.3552527156068802e-20,0.0001,0.0001,0.03551719,0.03727822,0.11414675,0.0019075276,,,,
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62,184.0,0.0,1764.0,1764.0,54.0,1764.0,0.9993376000000218,1.0,1.0,0.0,,,,0.0024893681948015,0.00822760992998995,0.030990149825811383,6.0199166910024367e-05,0.00010000000000000002,1.3552527156068802e-20,0.0001,0.0001,0.02655567,0.035475343,0.14860955,0.0113528585,,,,
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