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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_DDQN_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 0.9997990300000044 5.0 55.0 0.0 0.011083870362627377 0.011183103105377444 0.014686622348556997 0.014410822062387516 0.054807450622320175 0.05476783961057663 8.600389992352575e-05 0.0003677908971440047 0.00025 0.0 0.00025 0.00025 0.044719514 0.055503722 0.033888377000000004 0.032865092 0.15844104 0.16610849 0.006255531700000001 0.021884395 1.5742518458459676 1.1031375801910266 3.252515696371334 0.0
7 6 70.0 0.0 1335.0 1335.0 75.0 1335.0 0.999724780000006 2.0 15.0 0.0 0.01160521360763692 0.01158408456371705 0.011407942994633451 0.011209879212701484 0.03328811377286911 0.03173057734966278 0.0005630382802337407 0.0005988621851429343 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.051803865 0.05140475 0.029654076 0.027607668 0.12591287 0.10046375 0.018302478 0.015951207 0.630055465573955 0.7534012288320482 1.886384871716129 0.0
8 7 91.0 0.0 1422.0 1422.0 87.0 1422.0 0.9996386500000078 1.0 15.0 0.0 0.011435289681512155 0.012028654183571538 0.01356485692548739 0.013925151158931906 0.04386129975318909 0.0453290306031704 0.0003138938918709755 0.000580522115342319 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.049575187 0.05280188 0.030825942999999998 0.033149354 0.12139501400000001 0.12848708 0.01762898 0.014346301 0.2731692938539037 0.40901966584690697 1.0 0.0
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11 10 279.0 0.0 2172.0 2172.0 311.0 2172.0 0.998896150000024 4.0 65.0 0.0 0.009652879799642295 0.009939338280393992 0.012284496966573208 0.012428604102262037 0.056258566677570336 0.0576869547367096 8.341699867742136e-05 0.00017358829791191963 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.04328928 0.04424335 0.03246331 0.031942975 0.13359663 0.13327447 0.006534694000000001 0.0067878882 1.0234306140936356 0.5002579938176909 2.1008995427938943 0.0
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16 15 551.0 0.0 3262.0 3262.0 79.0 3262.0 0.9978170500000474 2.0 15.0 0.0 0.008461739830779965 0.008487855488630501 0.012206836783855724 0.012149024477944621 0.040975090116262436 0.041097059845924384 0.00011308784451102837 0.00016619838424958291 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.037445724 0.037613284 0.03204159 0.031661812000000004 0.11201507 0.11693966 0.006310343 0.0077320784 0.7209514730836505 0.7680412970584659 1.8953382542587165 0.0
17 16 626.0 0.0 3560.0 3560.0 298.0 3560.0 0.9975220300000538 6.0 145.0 0.0 0.009029203843965659 0.009145274811827048 0.009722502175700065 0.009826568464368279 0.03697861731052399 0.03911060467362404 0.00021903477318119255 0.00029626555624417966 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.045156802999999995 0.04454368400000001 0.026322339 0.024877137 0.11680761 0.116107136 0.011919108000000001 0.011620078 1.2555763711101595 0.9240906493644656 3.083943769311809 0.0 -0.021607108 -0.009515476 0.020686936 0.014890236999999999 0.009232186 0.008131558 -0.05197674 -0.026531402000000003
18 17 684.0 916.0 0.0 3794.0 4719.0 3794.0 4719.0 234.0 1159.0 3794.0 4719.0 0.9972903700000588 0.9963746200000788 4.0 22.0 45.0 340.0 0.0 0.008949900330004186 0.007740728036050909 0.0108696265998807 0.009543641335623288 0.04665529727935791 0.04788558185100555 0.00029459563666023314 0.00019856891594827172 0.00025 0.0 0.00025 0.00025 0.042484716 0.040538322 0.026987998 0.027717842000000003 0.10841252 0.13175875 0.0117550725 0.007012263 1.2202506793333543 1.7863437362163082 0.9239408887260988 1.2694439341830603 2.9738245545408817 5.47755081893663 0.0 0.026112242 0.029519184 0.027647123 0.023950322000000003 0.061535902 0.08333874 -0.01418671 -0.007110496
19 18 763.0 943.0 0.0 4108.0 4830.0 4108.0 4830.0 314.0 111.0 4108.0 4830.0 0.9969795100000656 0.9962647300000812 3.0 30.0 45.0 0.0 0.007479070061377477 0.01004010205226088 0.008896620879299575 0.011472325922009141 0.036576714366674416 0.04534837231040001 0.00020328086975496265 0.0003742414410226047 0.0002500000000000001 0.00025 5.421010862427521e-20 0.0 0.00025 0.00025 0.043070607000000004 0.048849717 0.029303582 0.02810786 0.13295116 0.105786964 0.008885576999999999 0.012940223999999998 0.8837491256463907 0.9476068702387164 0.7030397582930629 1.155150613645887 2.6667247893559085 2.9121653479069898 0.0 0.022609236 0.020540563 0.054745227 -0.00039339485
20 19 823.0 1006.0 0.0 4348.0 5081.0 4348.0 5081.0 240.0 251.0 4348.0 5081.0 0.9967419100000708 0.9960162400000864 6.0 0.0 120.0 0.0 0.0 0.0077256423872313455 0.011529832825838256 0.008924083916126141 0.010865886687557577 0.03898797184228897 0.04211260378360748 0.00013186871365178376 0.00035901699448004365 0.00025 0.0 0.00025 0.00025 0.04132683 0.052312527000000004 0.027561786 0.028365135 0.13284422 0.14662467 0.006342471999999999 0.01172117 1.5988277380263118 0.0 0.9509580660393312 0.0 3.1056467233551137 0.0 0.0
21 20 874.0 1059.0 0.0 4552.0 5291.0 4552.0 5291.0 204.0 210.0 4552.0 5291.0 0.9965399500000752 0.9958083400000909 3.0 5.0 30.0 75.0 0.0 0.007347894184503648 0.007634635624818435 0.009792918501568331 0.009146711582695735 0.04169968888163567 0.04330553486943245 0.00021092816314194354 0.00023420021170750258 0.00025 0.0 0.00025 0.00025 0.03559589 0.041878007 0.026791284 0.026667656 0.108093284 0.12924000000000002 0.00980423 0.009081989 0.8961957745502318 1.6777845523030963 0.5239544190616746 0.9783362942105612 1.9174072405700964 3.4696586199088006 0.0 0.032443836000000004 0.028786177000000003 0.025000658 0.02283817 0.07358496 0.063100584 0.00015714159 0.0019607039
21 893.0 0.0 4627.0 4627.0 75.0 4627.0 0.9964657000000768 2.0 15.0 0.0 0.004670596711404964 0.008158781989459747 0.030096400529146194 0.00010540960647631435 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.022338616000000002 0.02347593 0.087533504 0.005530844 0.6504215775848821 0.7567320936767312 1.886384871716129 0.0
22 914.0 0.0 4713.0 4713.0 86.0 4713.0 0.9963805600000786 2.0 35.0 0.0 0.0067829833244017895 0.008080795635655384 0.028226209804415706 0.00015739010996185243 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.034749854 0.027055427000000003 0.09181212 0.008366535999999999 0.7082502636424372 0.7222731163417688 1.8429431933839264 0.0
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