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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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279
rl_coach/traces/CartPole_Dueling_DDQN/trace.csv
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@@ -47,135 +47,150 @@ 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
47 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
48 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
49 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
50 49 29.0 0.0 1073.0 1073.0 30.0 1073.0 0.9970300000000012 30.0 30.0 0.0 0.4721493643933329 0.4676215170786298 0.2548917082684663 0.2561519750999847 1.0469560623168943 1.034928560256958 0.2408856749534607 0.22723625600337985 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 1.694607 1.6831652 0.81473464 0.79269236 3.3940214999999996 3.3056525999999997 0.7843974 0.7742326999999999 14.101123218132534 7.466662882129582 26.029962661171947 1.0
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52 51 68.0 0.0 1112.0 1112.0 10.0 1112.0 0.9931690000000029 10.0 10.0 0.0 0.059545301314857274 0.059212321208582976 0.011514999387495712 0.01154940506151132 0.07545812427997589 0.07723471522331238 0.03655454516410828 0.03574240952730179 0.00025 0.0 0.00025 0.00025 0.5156291000000001 0.5229828 0.121164404 0.11641325 0.7300224000000001 0.72114605 0.40167984 0.41981015 5.338254258716446 2.7323939462696547 9.561792499119552 1.0
53 52 84.0 0.0 1128.0 1128.0 16.0 1128.0 0.9915850000000034 16.0 16.0 1.0 0.017770344795038303 0.017187850767125687 0.008586781010885976 0.00894510321497798 0.03504808247089386 0.03571401908993721 0.005637273658066988 0.0062442487105727204 0.0002500000000000001 1.0842021724855042e-19 0.00025 0.00025 0.35136065 0.27586547 0.11561553 0.10666914 0.57498944 0.51432204 0.16611607 0.11769691 8.089495864954301 4.257252898951503 14.85422289051243 1.0
54 53 104.0 0.0 1148.0 1148.0 20.0 1148.0 0.9896050000000042 20.0 20.0 0.0 0.13773086615593025 0.13828136361400156 0.3045218752813841 0.3102831420706192 0.9588551521301271 0.9698935747146606 0.003597275353968144 0.0019184788689017296 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 1.0281844999999998 0.90721774 1.7533202 1.8079737 5.3385444 5.3956428 0.060006008 0.053614485999999996 9.86393411062928 5.2218773942992875 18.209306240276906 1.0
55 54 125.0 0.0 1169.0 1169.0 21.0 1169.0 0.987526000000005 21.0 21.0 0.0 0.23390510939061646 0.25046944078058003 0.1701301062966239 0.16924822350508326 0.6950156688690186 0.6330702304840088 0.04850742220878601 0.05297039821743965 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 2.2535586 2.2451231 1.1243126 1.0271208 5.914064 5.2386093 0.7682215 0.69942623 10.300280732879036 5.4568759064067045 19.027213177874135 1.0
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180 179 4818.0 4095.0 0.0 5862.0 5139.0 5862.0 5139.0 14.0 5862.0 5139.0 0.5229190000001916 0.5944960000001629 14.0 14.0 0.0 1.0 4.122261203252352 0.7224633693695068 4.199140887004528 0.34761283725134523 13.871018409729006 1.3534581661224363 0.7586933374404907 0.2380526959896088 0.0002500000000000001 1.0842021724855042e-19 0.00025 0.00025 143.80237 53.456467 116.07123 20.40522 434.66402999999997 91.48706999999999 31.872864 15.72489 7.184539029491803 3.7597049262044866 13.125418723102165 1.0 32.268276 31.306059 19.560357999999997 14.149364000000002 49.581528000000006 41.37403 0.043086052 0.8986831000000001
181 180 4881.0 4139.0 0.0 5925.0 5183.0 5925.0 5183.0 63.0 44.0 5925.0 5183.0 0.5166820000001942 0.5901400000001646 63.0 44.0 63.0 44.0 0.0 5.3868476806148395 2.8800332941288174 8.919843975880086 6.334621187879248 48.51938247680664 42.33711242675781 0.3375440835952759 0.1934749186038971 0.00025 0.0 0.00025 0.00025 175.81786 125.08521 101.54078 112.24993 528.14453 667.84045 21.233631 15.128314000000001 26.28515675008925 19.58761046906163 13.427233655492316 10.24579382364844 46.90944570448863 35.738839791528136 1.0 46.468796000000005 32.898216 13.406267999999999 12.448227000000001 59.301809999999996 41.922977 -1.5852327 0.88869643
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183 182 4257.0 0.0 5301.0 5301.0 29.0 5301.0 0.5784580000001693 29.0 29.0 0.0 5.069236067788942 5.156003480239651 19.479961395263672 0.54920893907547 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 147.26083 76.32855 296.32937999999996 48.132133 13.689783926993243 7.252413693439139 25.282790566840355 1.0 36.032109999999996 10.112134 41.639458000000005 0.09603262
184 183 4289.0 0.0 5333.0 5333.0 32.0 5333.0 0.5752900000001706 32.0 32.0 1.0 2.6533354938991613 2.7711762463582064 13.980287551879885 0.2474559396505356 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 96.633354 70.91960999999999 338.57706 15.481124 14.915791436960964 7.888615688174705 27.50196640421462 1.0 36.253593 8.330851 40.01766 2.686401
185 184 4381.0 0.0 5425.0 5425.0 92.0 5425.0 0.5661820000001743 92.0 92.0 0.0 2.6392528057753384 4.017218278943238 22.117212295532227 0.15085452795028687 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 98.94717 78.75776 426.99965999999995 15.823321 35.07728569106576 17.206508474716152 60.33221935779742 1.0 17.090984 19.709326 39.508457 -43.57608
186 185 4391.0 0.0 5435.0 5435.0 10.0 5435.0 0.5651920000001747 10.0 10.0 0.0 1.155212018224928 0.8679959164808346 3.1974873542785645 0.4002518057823181 0.00025 0.0 0.00025 0.00025 82.17062 44.764515 169.72316 32.971756 5.338254258716446 2.7323939462696547 9.561792499119552 1.0 19.14805 17.512821 41.3669 -1.7408883999999998
187 186 4493.0 0.0 5537.0 5537.0 102.0 5537.0 0.5550940000001787 102.0 102.0 1.0 2.490264921347693 3.6541904978510913 20.10064697265625 0.17232783138751984 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 102.788414 74.89944 367.1349 17.406937 37.76086418677186 18.25946041598517 64.12517023181074 1.0 35.22489 6.0975595 41.622009999999996 12.067553
188 187 4526.0 0.0 5570.0 5570.0 33.0 5570.0 0.55182700000018 33.0 33.0 0.0 3.829544987529516 5.194015346741616 25.530872344970703 0.6991738080978394 0.00025 0.0 0.00025 0.00025 152.48285 94.17177 406.20157 23.999441 15.319159779482527 8.096362438133497 28.226946740172476 1.0 39.351433 4.2810783 42.331562 17.956326
189 188 4543.0 0.0 5587.0 5587.0 17.0 5587.0 0.5501440000001807 17.0 17.0 0.0 2.93408290669322 3.804263437263236 16.17093276977539 0.4975847601890564 0.00025 0.0 0.00025 0.00025 121.67693999999999 62.513172 257.0756 47.18005 8.537506735345652 4.5021653169992994 15.705680661607307 1.0 27.476837 12.56338 41.357018 6.0097629999999995
190 189 4557.0 0.0 5601.0 5601.0 14.0 5601.0 0.5487580000001813 14.0 14.0 0.0 5.6090900645806245 8.290586370931294 31.513978958129886 0.4400511682033539 0.0002500000000000001 1.0842021724855042e-19 0.00025 0.00025 147.9252 108.74654 374.0917 31.400799 7.184539029491803 3.7597049262044866 13.125418723102165 1.0 22.865364000000003 14.752436999999999 40.671620000000004 2.8326263
191 190 4575.0 0.0 5619.0 5619.0 18.0 5619.0 0.546976000000182 18.0 18.0 0.0 3.5069242926204907 5.033434589420216 22.99484825134277 0.6271343231201172 0.00025 0.0 0.00025 0.00025 131.95074 68.616486 260.9263 55.349598 8.982568797548188 4.744552000897199 16.548623854991234 1.0 33.614418 11.202708 41.951538 13.223017
192 191 4589.0 0.0 5633.0 5633.0 14.0 5633.0 0.5455900000001825 14.0 14.0 1.0 5.413872480392456 9.893468164532713 39.2014274597168 0.6312230825424194 0.0002500000000000001 1.0842021724855042e-19 0.00025 0.00025 167.48927 131.16916 561.8485 32.916958 7.184539029491803 3.7597049262044866 13.125418723102165 1.0 30.48514 14.666659 41.881947 -0.10554528
193 192 4607.0 0.0 5651.0 5651.0 18.0 5651.0 0.5438080000001833 18.0 18.0 1.0 4.763288617134093 7.569149946875313 33.66843414306641 0.9241774082183838 0.00025 0.0 0.00025 0.00025 176.47154 110.99858 487.36987 48.74637 8.982568797548188 4.744552000897199 16.548623854991234 1.0 26.988846000000002 14.471722 41.996815000000005 1.1704206
194 193 4750.0 0.0 5794.0 5794.0 143.0 5794.0 0.5296510000001889 143.0 143.0 0.0 2.5600944545487283 3.652780238198462 22.832189559936523 0.1931249797344208 0.00025 0.0 0.00025 0.00025 107.23908999999999 82.80935 500.47272000000004 13.504235999999999 47.21794610072797 21.535456806984282 76.24074452117061 1.0 35.06416 7.7963667 43.80973 8.60055
195 194 4798.0 0.0 5842.0 5842.0 48.0 5842.0 0.5248990000001909 48.0 48.0 1.0 3.156250087821737 5.897378276836102 26.029449462890625 0.14305098354816434 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 108.17257 87.38784 441.4868 16.585342 21.066091569346927 10.968799422323597 38.270985905771155 1.0 38.782920000000004 9.916588 44.113372999999996 -4.886746400000001
196 195 4819.0 0.0 5863.0 5863.0 21.0 5863.0 0.5228200000001917 21.0 21.0 0.0 4.0059286236763 5.369941524616927 21.18571662902832 0.17226523160934448 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 147.01817 86.24381 402.2036 23.090912 10.300280732879036 5.4568759064067045 19.027213177874135 1.0 33.503593 12.787449 44.641533 3.1505432