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coach/rl_coach/traces/CartPole_DQN/trace.csv
itaicaspi-intel fa4895f840 new traces
2018-09-13 11:47:36 +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,Discounted Return/Mean,Discounted Return/Stdev,Discounted Return/Max,Discounted Return/Min,Q/Mean,Q/Stdev,Q/Max,Q/Min
1,0.0,1.0,13.0,13.0,13.0,13.0,1.0,,,0.0,,,,,,,,,,,,,,,,6.727548283829467,3.506985965126692,12.2478977001032,1.0,,,,
2,0.0,1.0,29.0,29.0,16.0,29.0,1.0,,,0.0,,,,,,,,,,,,,,,,8.089495864954301,4.257252898951503,14.85422289051243,1.0,,,,
3,0.0,1.0,56.0,56.0,27.0,56.0,1.0,,,0.0,,,,,,,,,,,,,,,,12.858995260604706,6.817259378011516,23.765728565289606,1.0,,,,
4,0.0,1.0,67.0,67.0,11.0,67.0,1.0,,,0.0,,,,,,,,,,,,,,,,5.804428832844801,2.993399215062785,10.466174574128354,1.0,,,,
5,0.0,1.0,77.0,77.0,10.0,77.0,1.0,,,0.0,,,,,,,,,,,,,,,,5.338254258716446,2.7323939462696547,9.561792499119552,1.0,,,,
6,0.0,1.0,94.0,94.0,17.0,94.0,1.0,,,0.0,,,,,,,,,,,,,,,,8.537506735345652,4.5021653169992994,15.705680661607307,1.0,,,,
7,0.0,1.0,106.0,106.0,12.0,106.0,1.0,,,0.0,,,,,,,,,,,,,,,,6.267519165806655,3.251571134644539,11.36151282838707,1.0,,,,
8,0.0,1.0,121.0,121.0,15.0,121.0,1.0,,,0.0,,,,,,,,,,,,,,,,7.638514063250426,4.009779174449701,13.994164535871143,1.0,,,,
9,0.0,1.0,138.0,138.0,17.0,138.0,1.0,,,0.0,,,,,,,,,,,,,,,,8.537506735345652,4.5021653169992994,15.705680661607307,1.0,,,,
10,0.0,1.0,172.0,172.0,34.0,172.0,1.0,,,0.0,,,,,,,,,,,,,,,,15.719910293991006,8.301984330287356,28.944677272770747,1.0,,,,
11,0.0,1.0,187.0,187.0,15.0,187.0,1.0,,,0.0,,,,,,,,,,,,,,,,7.638514063250426,4.009779174449701,13.994164535871143,1.0,,,,
12,0.0,1.0,201.0,201.0,14.0,201.0,1.0,,,0.0,,,,,,,,,,,,,,,,7.184539029491803,3.7597049262044866,13.125418723102165,1.0,,,,
13,0.0,1.0,218.0,218.0,17.0,218.0,1.0,,,0.0,,,,,,,,,,,,,,,,8.537506735345652,4.5021653169992994,15.705680661607307,1.0,,,,
14,0.0,1.0,235.0,235.0,17.0,235.0,1.0,,,0.0,,,,,,,,,,,,,,,,8.537506735345652,4.5021653169992994,15.705680661607307,1.0,,,,
15,0.0,1.0,262.0,262.0,27.0,262.0,1.0,,,0.0,,,,,,,,,,,,,,,,12.858995260604706,6.817259378011516,23.765728565289606,1.0,,,,
16,0.0,1.0,279.0,279.0,17.0,279.0,1.0,,,0.0,,,,,,,,,,,,,,,,8.537506735345652,4.5021653169992994,15.705680661607307,1.0,,,,
17,0.0,1.0,330.0,330.0,51.0,330.0,1.0,,,0.0,,,,,,,,,,,,,,,,22.15028360813718,11.491705329693206,40.104399353383855,1.0,,,,
18,0.0,1.0,350.0,350.0,20.0,350.0,1.0,,,0.0,,,,,,,,,,,,,,,,9.86393411062928,5.2218773942992875,18.209306240276906,1.0,,,,
19,0.0,1.0,402.0,402.0,52.0,402.0,1.0,,,0.0,,,,,,,,,,,,,,,,22.507073449516273,11.662415622999475,40.703355359850015,1.0,,,,
20,0.0,1.0,411.0,411.0,9.0,411.0,1.0,,,0.0,,,,,,,,,,,,,,,,4.868972232004988,2.4684556783231795,8.648275251635907,1.0,,,,
21,0.0,1.0,448.0,448.0,37.0,448.0,1.0,,,0.0,,,,,,,,,,,,,,,,16.906647300104645,8.906307801217471,31.055091413092185,1.0,,,,
22,0.0,1.0,462.0,462.0,14.0,462.0,1.0,,,0.0,,,,,,,,,,,,,,,,7.184539029491803,3.7597049262044866,13.125418723102165,1.0,,,,
23,0.0,1.0,498.0,498.0,36.0,498.0,1.0,,,0.0,,,,,,,,,,,,,,,,16.513634963632768,8.706936580416768,30.35867819504261,1.0,,,,
24,0.0,1.0,510.0,510.0,12.0,510.0,1.0,,,0.0,,,,,,,,,,,,,,,,6.267519165806655,3.251571134644539,11.36151282838707,1.0,,,,
25,0.0,1.0,529.0,529.0,19.0,529.0,1.0,,,0.0,,,,,,,,,,,,,,,,9.424703998542563,4.984445784024267,17.38313761644132,1.0,,,,
26,0.0,1.0,554.0,554.0,25.0,554.0,1.0,,,0.0,,,,,,,,,,,,,,,,12.017258322062117,6.373078819321137,22.21786406008531,1.0,,,,
27,0.0,1.0,566.0,566.0,12.0,566.0,1.0,,,0.0,,,,,,,,,,,,,,,,6.267519165806655,3.251571134644539,11.36151282838707,1.0,,,,
28,0.0,1.0,618.0,618.0,52.0,618.0,1.0,,,0.0,,,,,,,,,,,,,,,,22.507073449516273,11.662415622999475,40.703355359850015,1.0,,,,
29,0.0,1.0,644.0,644.0,26.0,644.0,1.0,,,0.0,,,,,,,,,,,,,,,,12.439505518116825,6.596308969085059,22.995685419484463,1.0,,,,
30,0.0,1.0,660.0,660.0,16.0,660.0,1.0,,,0.0,,,,,,,,,,,,,,,,8.089495864954301,4.257252898951503,14.85422289051243,1.0,,,,
31,0.0,1.0,693.0,693.0,33.0,693.0,1.0,,,0.0,,,,,,,,,,,,,,,,15.319159779482527,8.096362438133497,28.226946740172476,1.0,,,,
32,0.0,1.0,707.0,707.0,14.0,707.0,1.0,,,0.0,,,,,,,,,,,,,,,,7.184539029491803,3.7597049262044866,13.125418723102165,1.0,,,,
33,0.0,1.0,723.0,723.0,16.0,723.0,1.0,,,0.0,,,,,,,,,,,,,,,,8.089495864954301,4.257252898951503,14.85422289051243,1.0,,,,
34,0.0,1.0,736.0,736.0,13.0,736.0,1.0,,,0.0,,,,,,,,,,,,,,,,6.727548283829467,3.506985965126692,12.2478977001032,1.0,,,,
35,0.0,1.0,767.0,767.0,31.0,767.0,1.0,,,0.0,,,,,,,,,,,,,,,,14.50978579285601,7.678722971873674,26.769663034560228,1.0,,,,
36,0.0,1.0,778.0,778.0,11.0,778.0,1.0,,,0.0,,,,,,,,,,,,,,,,5.804428832844801,2.993399215062785,10.466174574128354,1.0,,,,
37,0.0,1.0,800.0,800.0,22.0,800.0,1.0,,,0.0,,,,,,,,,,,,,,,,10.733765292570688,5.689469070729128,19.836941046095394,1.0,,,,
38,0.0,1.0,825.0,825.0,25.0,825.0,1.0,,,0.0,,,,,,,,,,,,,,,,12.017258322062117,6.373078819321137,22.21786406008531,1.0,,,,
39,0.0,1.0,845.0,845.0,20.0,845.0,1.0,,,0.0,,,,,,,,,,,,,,,,9.86393411062928,5.2218773942992875,18.209306240276906,1.0,,,,
40,0.0,1.0,867.0,867.0,22.0,867.0,1.0,,,0.0,,,,,,,,,,,,,,,,10.733765292570688,5.689469070729128,19.836941046095394,1.0,,,,
41,0.0,1.0,916.0,916.0,49.0,916.0,1.0,,,0.0,,,,,,,,,,,,,,,,21.429809619905427,11.144914577615037,38.88827604671345,1.0,,,,
42,0.0,1.0,930.0,930.0,14.0,930.0,1.0,,,0.0,,,,,,,,,,,,,,,,7.184539029491803,3.7597049262044866,13.125418723102165,1.0,,,,
43,0.0,1.0,952.0,952.0,22.0,952.0,1.0,,,0.0,,,,,,,,,,,,,,,,10.733765292570688,5.689469070729128,19.836941046095394,1.0,,,,
44,0.0,1.0,964.0,964.0,12.0,964.0,1.0,,,0.0,,,,,,,,,,,,,,,,6.267519165806655,3.251571134644539,11.36151282838707,1.0,,,,
45,0.0,1.0,984.0,984.0,20.0,984.0,1.0,,,0.0,,,,,,,,,,,,,,,,9.86393411062928,5.2218773942992875,18.209306240276906,1.0,,,,
46,0.0,1.0,994.0,994.0,10.0,994.0,1.0,,,0.0,,,,,,,,,,,,,,,,5.338254258716446,2.7323939462696547,9.561792499119552,1.0,,,,
47,0.0,1.0,1011.0,1011.0,17.0,1011.0,1.0,,,0.0,,,,,,,,,,,,,,,,8.537506735345652,4.5021653169992994,15.705680661607307,1.0,,,,
48,0.0,1.0,1043.0,1043.0,32.0,1043.0,1.0,,,1.0,,,,,,,,,,,,,,,,14.915791436960964,7.888615688174705,27.50196640421462,1.0,,,,
49,29.0,0.0,1073.0,1073.0,30.0,1073.0,0.9970300000000012,30.0,30.0,0.0,,,,0.6298753352000795,0.21549728358394232,1.0239584445953371,0.3504943549633026,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,1.7947657,0.34574140000000003,2.5222254,1.1983536,14.101123218132534,7.466662882129582,26.029962661171947,1.0,,,,
50,58.0,0.0,1102.0,1102.0,29.0,1102.0,0.9941590000000023,29.0,29.0,0.0,,,,0.26618899032473564,0.059095071243447136,0.3708440661430359,0.14238035678863525,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.92804116,0.18671626,1.2622142,0.44674490000000006,13.689783926993243,7.252413693439139,25.282790566840355,1.0,,,,
51,68.0,0.0,1112.0,1112.0,10.0,1112.0,0.9931690000000029,10.0,10.0,0.0,,,,0.18700966735680902,0.019612315712432642,0.2204035073518753,0.14269667863845825,0.00025,0.0,0.00025,0.00025,0.8256870999999999,0.12658073,1.0366766,0.68579465,5.338254258716446,2.7323939462696547,9.561792499119552,1.0,,,,
52,84.0,0.0,1128.0,1128.0,16.0,1128.0,0.9915850000000034,16.0,16.0,1.0,,,,0.13099168290694554,0.029657067120591362,0.1977173089981079,0.09442368149757384,0.0002500000000000001,1.0842021724855042e-19,0.00025,0.00025,0.70039284,0.18749176,0.9971005999999999,0.39911675,8.089495864954301,4.257252898951503,14.85422289051243,1.0,,,,
53,104.0,0.0,1148.0,1148.0,20.0,1148.0,0.9896050000000042,20.0,20.0,0.0,,,,0.24017677377713356,0.3457526195240836,1.051757574081421,0.048920944333076484,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,1.1710111,1.3034106,4.313706400000001,0.35394445,9.86393411062928,5.2218773942992875,18.209306240276906,1.0,,,,
54,125.0,0.0,1169.0,1169.0,21.0,1169.0,0.987526000000005,21.0,21.0,0.0,,,,0.4318466924130917,0.2312322211135413,0.9594160318374634,0.1006247252225876,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,2.1898315,0.9508639999999999,4.130253,0.8400295,10.300280732879036,5.4568759064067045,19.027213177874135,1.0,,,,
55,178.0,0.0,1222.0,1222.0,53.0,1222.0,0.9822790000000072,53.0,53.0,0.0,,,,0.12655007124591905,0.1122101252927218,0.4716963768005371,0.00835108757019043,0.00025,0.0,0.00025,0.00025,0.9726991,0.45371059999999996,2.4146004,0.27016312,22.86158756945468,11.831358703192967,41.296321806251505,1.0,3.0324478,0.34157217,3.3740199,2.6908755
56,195.0,0.0,1239.0,1239.0,17.0,1239.0,0.9805960000000078,17.0,17.0,1.0,,,,0.08006940741324797,0.07003733005855843,0.220961332321167,0.0068208668380975715,0.00025,0.0,0.00025,0.00025,0.7454698000000001,0.43349618,1.8457691999999999,0.29182753,8.537506735345652,4.5021653169992994,15.705680661607307,1.0,1.7483962,0.043358147,1.7917542000000002,1.705038
57,204.0,0.0,1248.0,1248.0,9.0,1248.0,0.9797050000000082,9.0,9.0,0.0,,,,0.4805284042959102,0.5234499966528886,1.1962695121765137,0.006904959212988615,0.00025,0.0,0.00025,0.00025,3.1347617999999997,3.0857900000000003,7.792764999999999,0.41249946,4.868972232004988,2.4684556783231795,8.648275251635907,1.0,,,,
58,261.0,0.0,1305.0,1305.0,57.0,1305.0,0.9740620000000104,57.0,57.0,0.0,,,,0.33967630008867544,0.2437747756719599,1.0761096477508545,0.003596059512346983,0.00025,0.0,0.00025,0.00025,2.5429183999999996,1.4311994,6.687261,0.25706166,24.25721728909893,12.489794765062516,43.6094809547612,1.0,3.1583433,0.15396893,3.3123120999999998,3.0043743
59,271.0,0.0,1315.0,1315.0,10.0,1315.0,0.9730720000000108,10.0,10.0,0.0,,,,0.2786989021632407,0.19975533793002434,0.6091138124465942,0.06323803216218947,0.00025,0.0,0.00025,0.00025,2.1647467999999996,0.8484489,3.6296312999999993,0.9919877,5.338254258716446,2.7323939462696547,9.561792499119552,1.0,,,,
60,286.0,0.0,1330.0,1330.0,15.0,1330.0,0.9715870000000114,15.0,15.0,0.0,,,,0.2292870461408581,0.1341277440216205,0.4478446841239929,0.03413200005888939,0.0002500000000000001,1.0842021724855042e-19,0.00025,0.00025,1.6350209999999998,0.58389044,2.547184,0.690459,7.638514063250426,4.009779174449701,13.994164535871143,1.0,,,,
61,307.0,0.0,1351.0,1351.0,21.0,1351.0,0.9695080000000122,21.0,21.0,0.0,,,,0.520992227550596,0.5177314503942999,1.442777156829834,0.009147757664322851,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,3.2260044,3.0572925,9.915051,0.2898362,10.300280732879036,5.4568759064067045,19.027213177874135,1.0,3.2456009999999997,0.40475607,3.650357,2.8408449
62,320.0,0.0,1364.0,1364.0,13.0,1364.0,0.9682210000000128,13.0,13.0,0.0,,,,0.4704576864217718,0.3648645166509424,1.057270050048828,0.02466123178601265,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,3.860514,1.9195564999999999,7.912105599999999,1.1514337,6.727548283829467,3.506985965126692,12.2478977001032,1.0,,,,
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