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trace tests update

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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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rl_coach/traces/Atari_DQN_space_invaders/trace.csv
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@@ -3,24 +3,19 @@ Episode #,Training Iter,In Heatup,ER #Transitions,ER #Episodes,Episode Length,To
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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 Q/Mean Q/Stdev Q/Max Q/Min
3 2 0.0 1.0 573.0 573.0 87.0 573.0 1.0 0.0 0.2991949731169189 0.4147830569909918 1.0 0.0
4 3 0.0 1.0 722.0 722.0 149.0 722.0 1.0 0.0 1.089942054123867 0.6773639260883686 1.9560606270183023 0.0
5 4 0.0 1.0 1057.0 1057.0 335.0 1057.0 1.0 0.0 1.6150170189100268 1.2171006279541683 4.3034191502088746 0.0
6 5 51.0 0.0 1260.0 1260.0 203.0 1260.0 0.999817300000006 5.0 55.0 0.0 0.011318223166074629 0.011210492118170448 0.01535703511542496 0.014767014885939737 0.059677407145500176 0.05533798784017563 5.930410770815797e-05 0.0001473492011427879 0.00010000000000000002 1.3552527156068802e-20 0.0001 0.0001 0.043334834 0.05707659599999999 0.041464914 0.04158878 0.18977661 0.21503627 0.005382849 0.013312756 1.5742518458459676 1.1031375801910266 3.252515696371334 0.0
7 6 70.0 0.0 1335.0 1335.0 75.0 1335.0 0.9997498000000082 2.0 15.0 0.0 0.01159630703133237 0.011414097540852564 0.011785072587684268 0.01121910665123708 0.03072714060544968 0.029740048572421074 0.0002724393270909786 0.0004330868541728705 0.0001 0.0 0.0001 0.0001 0.04802381 0.058900263 0.02912287 0.027915347000000004 0.10194262 0.11027232599999999 0.016022025 0.02339791 0.630055465573955 0.7534012288320482 1.886384871716129 0.0
8 7 91.0 0.0 1422.0 1422.0 87.0 1422.0 0.9996715000000108 1.0 15.0 0.0 0.011623838611523666 0.01167219927412502 0.014016462654731877 0.013875076164169707 0.04371790960431099 0.043948281556367874 0.00030537351267412305 0.00028215046040713787 0.0001 1.3552527156068802e-20 0.0001 0.0001 0.0527369 0.06262833 0.033248365 0.037401546 0.12047498 0.14943606 0.017427322 0.020271355 0.2731692938539037 0.40901966584690697 1.0 0.0
9 8 159.0 0.0 1693.0 1693.0 271.0 1693.0 0.9994276000000188 5.0 55.0 0.0 0.00871512985335656 0.008753844233422623 0.010619126303001072 0.010620677350002777 0.0428631566464901 0.04268157482147217 0.000175730005139485 0.00019746257748920468 0.00010000000000000003 2.7105054312137605e-20 0.0001 0.0001 0.04345967 0.050806154000000006 0.02999792 0.03303038 0.12813029 0.14730394 0.010443105 0.013462662 1.3777471984624352 0.8115021837176055 3.11412900057984 0.0
10 9 201.0 0.0 1861.0 1861.0 168.0 1861.0 0.9992764000000238 3.0 50.0 0.0 0.005778238893808086 0.005769514246605381 0.009339010441951916 0.009300229770420849 0.04285115376114845 0.04301084950566292 0.00013575046614278108 0.00012095135753042996 0.00010000000000000002 1.3552527156068802e-20 0.0001 0.0001 0.031826954 0.03691972 0.025600772 0.028310942000000002 0.10499059 0.12708472 0.010177706 0.010599906000000001 0.9971291228971556 0.7740837108535874 2.18976824447548 0.0
11 10 279.0 0.0 2172.0 2172.0 311.0 2172.0 0.9989965000000329 4.0 65.0 0.0 0.009664556885325463 0.009682108745040843 0.012497959675064443 0.012429802966425272 0.057257801294326775 0.05656500905752183 6.420304998755455e-05 8.809752034721896e-05 0.00010000000000000003 4.0657581468206416e-20 0.0001 0.0001 0.044185962999999995 0.051116365999999996 0.03414627 0.037895918 0.13320610000000002 0.16268665 0.0049573337 0.0067432327 1.0234306140936356 0.5002579938176909 2.1008995427938943 0.0
12 11 440.0 406.0 0.0 2815.0 2681.0 2815.0 2681.0 643.0 509.0 2815.0 2681.0 0.998417800000052 0.998538400000048 10.0 9.0 335.0 320.0 0.0 0.008570355002374984 0.008329823643989369 0.010485077345910785 0.010283429206659646 0.04492178559303284 0.0445377342402935 0.00012292989413253966 0.00011704764619935305 0.00010000000000000002 0.0001 1.3552527156068802e-20 0.0001 0.0001 0.043720617999999996 0.04747526 0.029798117000000002 0.030370482999999997 0.12859769 0.15215631 0.009503558 0.009974633 1.3803392321717662 1.5487425802799972 1.096111017851517 0.9434112651663112 4.070269499186656 4.0430534797383535 0.0 0.023210553 0.053110827 0.012247342 0.010893389 0.045721915 0.063433684 0.0085688755 0.036038034
13 12 458.0 471.0 0.0 2888.0 2941.0 2888.0 2941.0 73.0 260.0 2888.0 2941.0 0.9983521000000544 0.9983044000000558 2.0 7.0 45.0 110.0 0.0 0.009655450009934915 0.009523575568947798 0.011082975101418072 0.012773694341856209 0.04116561636328697 0.057992663234472275 0.0003870627551805228 0.00016727412003092468 0.0001 0.00010000000000000002 0.0 1.3552527156068802e-20 0.0001 0.0001 0.048649742999999995 0.051192068 0.025572757999999998 0.032075062 0.108848594 0.16018695 0.019374162 0.013662121000000001 0.6193548093911652 1.9247686125714616 0.6855072221487064 1.4763974008694143 1.8179069375972308 4.5174296147906645 0.0
14 13 478.0 506.0 0.0 2969.0 3082.0 2969.0 3082.0 81.0 141.0 2969.0 3082.0 0.9982792000000568 0.99817750000006 0.0 0.0 0.0 0.006699338816542878 0.008007026730670726 0.008218773784238768 0.01029245846308962 0.02777592279016972 0.029297087341547005 0.00018887671467382458 0.0001405462680850178 0.0001 0.0 1.3552527156068802e-20 0.0001 0.0001 0.040117297 0.045082795999999994 0.025047436 0.03179963 0.09513988 0.109106116 0.013411026999999999 0.011687999999999999 0.0 0.0 0.0 0.0
15 14 532.0 569.0 0.0 3183.0 3331.0 3183.0 3331.0 214.0 249.0 3183.0 3331.0 0.998086600000063 0.9979534000000674 4.0 7.0 50.0 110.0 0.0 0.0068422133381655275 0.007932257684226516 0.009747521796643477 0.009543168465309 0.03026608750224113 0.042618278414011 0.00010871817357838154 0.00011194428952876477 0.00010000000000000003 2.7105054312137605e-20 0.0001 0.0001 0.03618256 0.045031127000000004 0.029936017000000002 0.029050167999999998 0.10048853599999999 0.14467546 0.007838896 0.009375976999999999 1.1449070106363344 2.0098751682981617 0.7411479181777391 1.1093871734323564 2.363283716034233 4.000165956499947 0.0
16 15 551.0 655.0 0.0 3262.0 3677.0 3262.0 3677.0 79.0 346.0 3262.0 3677.0 0.9980155000000652 0.9976420000000776 2.0 0.0 15.0 0.0 0.0 0.008475733149680309 0.009127436689342112 0.01248567219959208 0.010257305206635236 0.04252954199910164 0.03943319246172905 0.00013467879034578797 0.0002078899706248194 0.0001 9.999999999999998e-05 0.0 2.7105054312137605e-20 0.0001 0.0001 0.040572915 0.05149697 0.036634777 0.029421799 0.13019583 0.13166036 0.009758638 0.014206918 0.7209514730836505 0.0 0.7680412970584659 0.0 1.8953382542587165 0.0 0.0 0.04757643 0.016885458 0.07303583 0.02113696
17 16 626.0 674.0 0.0 3560.0 3753.0 3560.0 3753.0 298.0 76.0 3560.0 3753.0 0.9977473000000742 0.99757360000008 6.0 1.0 145.0 10.0 0.0 0.009113661061918892 0.005484539830879504 0.010068202774623678 0.006795569837575163 0.039926819503307336 0.0154302716255188 0.0002249046228826046 0.00017697594012133777 0.00010000000000000003 0.0001 2.7105054312137605e-20 0.0 0.0001 0.0001 0.047559105 0.036069945 0.029203411000000002 0.022439636000000002 0.11576410000000001 0.069248274 0.013620954 0.009636641 1.2555763711101595 0.42667230386804816 0.9240906493644656 0.4209997414589432 3.083943769311809 1.0 0.0 0.0077286431999999995 0.013353446000000001 0.034945004 -0.0063670003
18 17 684.0 723.0 0.0 3794.0 3948.0 3794.0 3948.0 234.0 195.0 3794.0 3948.0 0.9975367000000812 0.9973981000000856 4.0 0.0 45.0 0.0 0.0 0.008931795351411987 0.006387538266515511 0.010972572222718682 0.010204732097936466 0.045623280107975006 0.03978605568408966 0.000198069799807854 6.994287832640111e-05 0.00010000000000000002 1.3552527156068802e-20 0.0001 0.0001 0.04554412 0.03934187 0.030431528 0.037892744 0.12100394 0.15384565 0.013383543000000001 0.0044907904 1.2202506793333543 0.0 0.9239408887260988 0.0 2.9738245545408817 0.0 0.0 0.043180794 0.017604817 0.06408879 0.012553655
19 18 763.0 754.0 0.0 4108.0 4073.0 4108.0 4073.0 314.0 125.0 4108.0 4073.0 0.9972541000000904 0.9972856000000894 3.0 2.0 30.0 15.0 0.0 0.00774911735593028 0.006051351961721066 0.009318798210356413 0.007342749165180953 0.039029747247695916 0.026289632543921467 0.00011983128933934498 0.0001778418372850865 0.00010000000000000003 9.999999999999996e-05 4.0657581468206416e-20 0.0001 0.0001 0.045264978 0.04496351 0.031311095 0.025081284 0.14044714 0.12487566 0.0088686375 0.011489005 0.883333156456609 0.4379218073475659 0.7108712685048966 0.6904045765467619 2.6822034344079513 1.886384871716129 0.0
20 19 802.0 831.0 0.0 4264.0 4381.0 4264.0 4381.0 156.0 308.0 4264.0 4381.0 0.9971137000000949 0.9970084000000984 3.0 4.0 55.0 90.0 0.0 0.008181322184846533 0.006579432781262613 0.010204339807983949 0.009149961848058668 0.03963562101125717 0.03981969878077507 0.00011176375119248404 9.064121695701032e-05 9.999999999999998e-05 0.00010000000000000003 2.7105054312137605e-20 0.0001 0.0001 0.045041375 0.04215214 0.03236003 0.03175498 0.13761885 0.15315908 0.005883736999999999 0.008631183 0.8928330243328357 1.0691845626589795 0.7520539156556657 0.8498240160885151 2.307797210601436 2.745451683091903 0.0
21 20 844.0 933.0 0.0 4433.0 4789.0 4433.0 4789.0 169.0 408.0 4433.0 4789.0 0.9969616000001 0.9966412000001106 2.0 5.0 30.0 35.0 0.0 0.007086637573853034 0.007360744663125004 0.00824327512493469 0.00991559016300195 0.028365319594740868 0.053987301886081696 9.797862003324552e-05 0.00010086009569931777 0.00010000000000000002 0.0001 1.3552527156068802e-20 0.0001 0.0001 0.039589286 0.043688238 0.027504257999999997 0.031371932000000005 0.09817823 0.17327562 0.009308107 0.005278009 0.7427821380444694 0.9497113318517078 0.5599617203743822 0.5665372653893023 1.7323033696543972 1.841181516831549 0.0 0.07077642 0.020417793 0.11111065 0.047004115
21 863.0 0.0 4509.0 4509.0 76.0 4509.0 0.9968932000001024 2.0 15.0 0.0 0.008739061410060936 0.01230256416501932 0.04154407978057861 0.00027482287259772415 0.0001 0.0 0.0001 0.0001 0.045247022000000005 0.030827425 0.121021785 0.015011917 0.6418633989324495 0.7553819304493669 1.886384871716129 0.0 0.058504984 0.023636952000000003 0.09839016 0.018560277
22 906.0 0.0 4682.0 4682.0 173.0 4682.0 0.9967375000001074 2.0 35.0 0.0 0.005804569350466197 0.007566970748929549 0.029328102245926857 6.812938954681158e-05 0.00010000000000000002 1.3552527156068802e-20 0.0001 0.0001 0.034811117 0.028401693 0.12241203 0.0060415830000000005 0.3476715604560838 0.6137927888256194 1.8345137614500877 0.0
23 950.0 0.0 4857.0 4857.0 175.0 4857.0 0.9965800000001126 1.0 5.0 0.0 0.009173317925075914 0.010788118668524528 0.03016231954097748 0.00014141239807941017 0.00010000000000000002 1.3552527156068802e-20 0.0001 0.0001 0.047155652 0.031286374 0.099857986 0.0096386755 0.4300921794892178 0.29086756478918485 1.0 0.0
24 979.0 0.0 4971.0 4971.0 114.0 4971.0 0.996477400000116 5.0 75.0 0.0 0.00920597339753495 0.009767043277672268 0.02918428927659988 0.00019687860913109034 9.999999999999998e-05 2.7105054312137605e-20 0.0001 0.0001 0.048427854000000006 0.030248376 0.11728333 0.012892841 1.4559939753072315 1.1521239363126603 3.6563807386784655 0.0
25 1037.0 0.0 5203.0 5203.0 232.0 5203.0 0.9962686000001229 1.0 30.0 0.0 0.007875580906141391 0.009565175586670395 0.044340502470731735 0.0001106132986024022 0.00010000000000000002 1.3552527156068802e-20 0.0001 0.0001 0.04639761 0.031155868 0.14288062 0.0070327367 0.3645595035371356 0.280258633956571 1.0 0.0