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Code Issues Projects Releases Wiki Activity

trace tests update

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This commit is contained in:
Shadi Endrawis
2018-10-02 17:55:16 +03:00
parent 51726a5b80
commit f7990d4003
79 changed files with 10105 additions and 9539 deletions
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276
rl_coach/traces/Atari_NStepQ_breakout/trace.csv
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@@ -36,146 +36,136 @@ Episode #,Training Iter,In Heatup,ER #Transitions,ER #Episodes,Episode Length,To
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125,699.0,0.0,52.0,1.0,52.0,4424.0,0.4667191999999856,1.0,1.0,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,,,,,,0.08205,0.022543898,0.12833692,0.05540137,0.019100612,0.05453369,0.18269853,0.00047629816
126,704.0,0.0,24.0,1.0,24.0,4448.0,0.4664839999999855,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.083455086,0.020823644,0.123945236,0.06553873,0.0008568175999999999,0.00049120083,0.0016344454000000001,0.00029049319999999997
127,709.0,0.0,24.0,1.0,24.0,4472.0,0.4662487999999854,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.080126934,0.016562307,0.11503692,0.06393641,0.00046669276,0.00017906096999999998,0.0006475866999999999,0.00018727388
128,712.0,0.0,15.0,1.0,15.0,4487.0,0.4661017999999853,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.07734776,0.013459095,0.101347774,0.062120136,0.00023492877,1.1755044e-05,0.0002466838,0.00022317372000000004
129,723.0,0.0,52.0,1.0,52.0,4539.0,0.4655921999999851,1.0,1.0,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,,,,,,0.06865483,0.009853586999999999,0.092422456,0.05169022,0.020130171999999998,0.059659522,0.19910689,1.8855995e-05
130,734.0,0.0,53.0,1.0,53.0,4592.0,0.4650727999999849,1.0,1.0,0.0,,,,,,,,,,,,,,,,0.5189050264946156,0.4248965219314306,1.0,0.0,,,,,,,,,0.07308253,0.014188471999999999,0.11434976,0.055157732,0.03948576,0.117836565,0.39299515,5.9261463e-05
131,745.0,0.0,54.0,1.0,54.0,4646.0,0.4645435999999846,1.0,1.0,0.0,,,,,,,,,,,,,,,,0.5092956741521227,0.4267174441531693,1.0,0.0,,,,,,,,,0.08239171,0.026587179,0.14445609,0.05534114,0.036754098,0.10736249,0.3588398,0.00057239155
132,756.0,0.0,55.0,1.0,55.0,4701.0,0.4640045999999844,1.0,1.0,0.0,,,,,,,,,,,,,,,,0.5132172134576816,0.42380128326350175,1.0,0.0,,,,,,,,,0.09093048,0.028265601,0.1446689,0.055992223,0.058524407,0.17036986,0.56963223,0.001020798
133,767.0,0.0,56.0,1.0,56.0,4757.0,0.4634557999999842,1.0,4.0,0.0,,,,,,,,,,,,,,,,0.5040526203602229,0.4254640849482104,1.0,0.0,,,,,,,,,0.10313678,0.022512908999999998,0.14123678,0.078680746,0.05669725,0.16673045,0.55688566,0.0005270605
134,772.0,0.0,24.0,1.0,24.0,4781.0,0.4632205999999841,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.110361375,0.029590966,0.14734544,0.07103138,0.0023054865,0.0008587350999999999,0.003731192,0.0015000588000000001
135,777.0,0.0,24.0,1.0,24.0,4805.0,0.462985399999984,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.10698792,0.027917882,0.14324693,0.06275278,0.0013645464999999999,0.00043549962,0.0020915067,0.00095611135
136,782.0,0.0,24.0,1.0,24.0,4829.0,0.4627501999999839,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.09684548,0.019581183999999998,0.12468915,0.06402002,0.00063719467,0.00025190302,0.0009644825500000001,0.00031055487
137,787.0,0.0,24.0,1.0,24.0,4853.0,0.4625149999999837,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.08514852,0.010406802,0.1019025,0.06663529,7.927007e-05,5.49737e-05,0.00016262982,8.209425e-06
138,802.0,0.0,72.0,1.0,72.0,4925.0,0.4618093999999834,1.0,1.0,0.0,,,,,,,,,,,,,,,,0.4690527208555781,0.41448467054854793,1.0,0.0,,,,,,,,,0.07434035,0.008779802,0.102222115,0.061949678,0.014235103999999998,0.05037706,0.19586977,6.1873816e-06
139,807.0,0.0,24.0,1.0,24.0,4949.0,0.4615741999999834,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.07219878,0.01653223,0.10291278,0.050261147,0.00038819567999999997,0.00019228888,0.00068649737,0.00016338133999999998
140,812.0,0.0,24.0,1.0,24.0,4973.0,0.4613389999999832,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.06810211,0.011954194,0.09173427,0.05011968,0.00042919587999999995,0.00012402133,0.00055751024,0.00028436416
141,817.0,0.0,24.0,1.0,24.0,4997.0,0.4611037999999831,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.063984215,0.0064759282,0.07655495,0.051324315,0.0004928593400000001,0.00021117511000000002,0.0007674826,0.00026420606
142,820.0,0.0,12.0,1.0,12.0,5009.0,0.4609861999999831,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.0640031,0.0056540209999999995,0.07259389,0.05493502,0.00057145755,5.9463724000000004e-05,0.0006309213,0.0005119937999999999
143,825.0,0.0,24.0,1.0,24.0,5033.0,0.4607509999999829,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.06451932,0.0044587418,0.07335704,0.054604284,0.00039711932,0.00014757816,0.00063420105,0.0002354089
144,830.0,0.0,24.0,1.0,24.0,5057.0,0.4605157999999829,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.06334493,0.003912494,0.069234885,0.052976935999999995,0.0006339283000000001,0.00012344806999999998,0.0008463778,0.00054354017
145,832.0,0.0,7.0,1.0,7.0,5064.0,0.4604471999999829,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.06035191,0.0055641676,0.0692637,0.05142855599999999,0.00044464160000000006,0.0,0.00044464160000000006,0.00044464160000000006
146,837.0,0.0,24.0,1.0,24.0,5088.0,0.4602119999999828,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.060435615,0.006453160699999999,0.07545922,0.04944761,0.0006926845,0.00014405526000000002,0.0008343419,0.00045874517
147,848.0,0.0,52.0,1.0,52.0,5140.0,0.4597023999999825,1.0,1.0,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,,,,,,0.06820399,0.01100929,0.10061815,0.05349145,0.019784277,0.058259807999999996,0.19456205,9.948957000000001e-05
148,859.0,0.0,54.0,1.0,54.0,5194.0,0.4591731999999823,1.0,1.0,0.0,,,,,,,,,,,,,,,,0.5092956741521227,0.4267174441531693,1.0,0.0,,,,,,,,,0.07736732,0.018125935,0.12136063,0.055012893,0.03826442,0.11307491,0.37748826,0.00023203791
149,864.0,0.0,24.0,1.0,24.0,5218.0,0.4589379999999822,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.08022753,0.023664993999999998,0.12810639,0.060671947999999996,0.0006849873,0.00012465446,0.0008700324699999999,0.0005575028
150,875.0,0.0,52.0,1.0,52.0,5270.0,0.45842839999998203,1.0,1.0,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,,,,,,0.08633806,0.02243065,0.13592005,0.06476869,0.018964563,0.054055594000000005,0.18112932,0.00048118559999999996
151,886.0,0.0,54.0,1.0,54.0,5324.0,0.4578991999999818,1.0,1.0,0.0,,,,,,,,,,,,,,,,0.5092956741521227,0.4267174441531693,1.0,0.0,,,,,,,,,0.08440914,0.012919372,0.118901454,0.07096202,0.04028917,0.11966336,0.39927787,8.88183e-05
152,891.0,0.0,24.0,1.0,24.0,5348.0,0.4576639999999816,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.08703269,0.013541745,0.10826723,0.066480264,0.00032776236,2.5526221999999996e-05,0.00037106976,0.00030498437
153,910.0,0.0,95.0,1.0,95.0,5443.0,0.4567329999999813,2.0,2.0,0.0,,,,,,,,,,,,,,,,0.7414319649150338,0.5850915616251617,1.6825545950103868,0.0,,,,,,,,,0.08746838,0.018440142,0.14816985,0.057962667,0.05279459,0.17336841,0.74391127,3.8367885e-05
154,915.0,0.0,24.0,1.0,24.0,5467.0,0.4564977999999811,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.09973003,0.02195163,0.14468168,0.071939394,0.0027365251,0.0011053447,0.0039236625,0.0010615382000000002
155,920.0,0.0,24.0,1.0,24.0,5491.0,0.456262599999981,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.095862895,0.014255895,0.11867223,0.071113124,0.00042584434000000003,0.00024347709999999998,0.0008424903,0.00023422942999999999
156,925.0,0.0,24.0,1.0,24.0,5515.0,0.4560273999999809,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.09031142,0.01297162,0.110667445,0.070553534,0.0003248459,0.00011954216999999999,0.00047709676,0.00014770223
157,930.0,0.0,24.0,1.0,24.0,5539.0,0.4557921999999808,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.08104393,0.012718693,0.10152084,0.06479823,0.00014260312,3.1706437e-05,0.00017037941000000003,9.059783000000002e-05
158,935.0,0.0,24.0,1.0,24.0,5563.0,0.4555569999999807,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.07596453,0.011702553999999999,0.09578933,0.06085507,0.00014714886,8.425822000000001e-05,0.00025223134,1.7464946999999998e-05
159,940.0,0.0,24.0,1.0,24.0,5587.0,0.4553217999999806,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.066409715,0.008723007,0.07956348,0.047551937,0.0003168223,0.00015954701,0.0004325461,4.294515e-05
160,945.0,0.0,24.0,1.0,24.0,5611.0,0.4550865999999805,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.061636366,0.006376351999999999,0.073017895,0.04785463,0.0008631575999999999,0.0002488066,0.0012485642999999999,0.000643735
161,956.0,0.0,52.0,1.0,52.0,5663.0,0.4545769999999803,1.0,1.0,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,,,,,,0.0668156,0.00623427,0.08440489999999999,0.052452892,0.020284748000000002,0.059312135,0.19821812,2.574366e-05
162,967.0,0.0,54.0,1.0,54.0,5717.0,0.4540477999999801,1.0,1.0,0.0,,,,,,,,,,,,,,,,0.5092956741521227,0.4267174441531693,1.0,0.0,,,,,,,,,0.07832273,0.00959376,0.10318826,0.06255627400000001,0.039543845,0.118287005,0.3944048,1.7807353e-05
163,978.0,0.0,55.0,1.0,55.0,5772.0,0.4535087999999798,1.0,1.0,0.0,,,,,,,,,,,,,,,,0.5132172134576816,0.42380128326350175,1.0,0.0,,,,,,,,,0.094177455,0.017521465,0.13390744,0.07279426,0.05540521,0.16381086,0.5468365,0.00035105163
164,989.0,0.0,52.0,1.0,52.0,5824.0,0.4529991999999796,1.0,1.0,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,,,,,,0.10131805,0.028418198,0.14865567,0.05693026599999999,0.020502217,0.055599395,0.1872949,0.0010659902
165,991.0,0.0,11.0,1.0,11.0,5835.0,0.4528913999999796,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.10065218,0.023896739,0.12976600000000002,0.07009303,0.0019586566000000002,0.0,0.0019586566000000002,0.0019586566000000002
166,1002.0,0.0,54.0,1.0,54.0,5889.0,0.4523621999999794,1.0,1.0,0.0,,,,,,,,,,,,,,,,0.5092956741521227,0.4267174441531693,1.0,0.0,,,,,,,,,0.088302806,0.016600255,0.12181738,0.06405199,0.03991258,0.11788066,0.39355117,8.372803e-05
167,1013.0,0.0,53.0,1.0,53.0,5942.0,0.4518427999999791,1.0,1.0,0.0,,,,,,,,,,,,,,,,0.5189050264946156,0.4248965219314306,1.0,0.0,,,,,,,,,0.08208684,0.012937944,0.10868713,0.055591654000000004,0.040527,0.12099863,0.40352267,2.3147260000000002e-05
168,1018.0,0.0,24.0,1.0,24.0,5966.0,0.451607599999979,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.089213744,0.01305453,0.11265105,0.07249413,0.00053990993,0.00013450206,0.0007375707,0.00036113066
169,1023.0,0.0,24.0,1.0,24.0,5990.0,0.4513723999999789,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.08227284,0.007494508,0.097882286,0.0686567,4.114283e-05,3.4968238e-05,9.736268e-05,1.8153918000000001e-06
170,1028.0,0.0,24.0,1.0,24.0,6014.0,0.4511371999999788,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.07731951,0.0059566037,0.08605237,0.06250259999999999,0.00014898041000000002,0.00016109177,0.00042544805999999996,3.1070897e-05
1 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 Entropy/Mean Entropy/Stdev Entropy/Max Entropy/Min Q/Mean Q/Stdev Q/Max Q/Min Q Values/Mean Q Values/Stdev Q Values/Max Q Values/Min Value Loss/Mean Value Loss/Stdev Value Loss/Max Value Loss/Min
36 35 0.0 1.0 14.0 1.0 14.0 952.0 0.5 0.0 0.0 0.0 0.0 0.0
37 36 0.0 1.0 24.0 1.0 24.0 976.0 0.5 0.0 0.0 0.0 0.0 0.0
38 37 0.0 1.0 52.0 1.0 52.0 1028.0 0.5 0.0 0.5148012122030814 0.42792094166684 1.0 0.0
39 38 4.0 0.0 24.0 1.0 24.0 1052.0 0.4997647999999999 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.10193297 -0.00929498 0.08511384 0.06796435 0.19880053 0.09889928 -0.13005894 -0.119954936 0.010418855 0.008117073 0.010152646999999999 0.004568533 0.021598093 0.015304986999999999 9.963303e-05 0.0034048697
40 39 9.0 0.0 24.0 1.0 24.0 1076.0 0.4995295999999998 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.13086435 0.045055524000000007 0.07776480000000001 0.030957687999999997 0.23258974 0.08460185 0.016180754 -0.013251471 0.0024861220000000003 0.0009925155 0.0026431645 0.0009468505 0.0070377914 0.0025923070000000003 0.00050619594 0.00012063845
41 40 14.0 0.0 24.0 1.0 24.0 1100.0 0.4992943999999997 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.09788072 0.06884938 0.05548380000000001 0.029648716000000002 0.19363332 0.11188255 0.026714012000000002 0.019537695 0.0074932138 0.0006721711999999999 0.0045704045 0.00039917976000000005 0.015388823999999999 0.0011847136 0.004337224000000001 8.976037e-05
42 41 27.0 33.0 0.0 63.0 92.0 1.0 63.0 92.0 1163.0 1192.0 0.4986769999999994 0.4983927999999993 1.0 2.0 1.0 2.0 0.0 0.4365391492732481 0.8534015119977619 0.4334008641283811 0.5441942311137079 1.0 1.6757290490602832 0.0 0.15481248 0.0883521 0.058935966 0.031793334 0.3072154 0.16701178 0.0505161 0.024985882 0.04207912 0.037204355 0.12432661 0.10620363 0.45429146 0.42501400000000006 0.00057300366 4.2778997e-06
43 42 42.0 38.0 0.0 72.0 24.0 1.0 72.0 24.0 1235.0 1216.0 0.4979713999999991 0.4981575999999992 1.0 0.0 1.0 0.0 0.0 0.4690527208555781 0.0 0.41448467054854793 0.0 1.0 0.0 0.0 0.17614296 0.10529153 0.040819425 0.02016268 0.29762366 0.14370576 0.11167886 0.06913775 0.016364573 0.0015971976999999999 0.050687797 0.0008657581599999999 0.19887453 0.0030072021999999997 7.683168e-05 0.0007383566999999999
44 43 47.0 43.0 0.0 24.0 1.0 24.0 1259.0 1240.0 0.49773619999999896 0.4979223999999991 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.15768734 0.07744227 0.0405394 0.01542425 0.22479959 0.10871345 0.102106735 0.048260458 0.0016485841 0.00020280163000000002 0.00013738658000000002 0.00010186273 0.0018314422 0.00030880302000000005 0.0014467645 3.9888797e-05
45 44 52.0 46.0 0.0 24.0 12.0 1.0 24.0 12.0 1283.0 1252.0 0.4975009999999989 0.4978047999999991 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.14107858 0.06129868 0.02630042 0.015126971999999999 0.18025142 0.07984343 0.107750714 0.0353601 0.002466249 0.0009136583 0.0016093780999999999 0.00025345644 0.00503513 0.0011671147 0.0006601411 0.0006602018
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