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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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364
rl_coach/traces/ExplorationChain_Bootstrapped_DQN/trace.csv
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@@ -37,185 +37,185 @@ Episode #,Training Iter,In Heatup,ER #Transitions,ER #Episodes,Episode Length,To
36,0.0,1.0,972.0,972.0,27.0,972.0,0.0,,,0.0,,,,,,,,,,,,,,,,0.0025397487658509635,0.002318446360705135,0.0063780483163840785,0.0,,,,
37,0.0,1.0,999.0,999.0,27.0,999.0,3.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
38,0.0,1.0,1026.0,1026.0,27.0,1026.0,17.0,,,0.0,,,,,,,,,,,,,,,,0.006879178299672628,0.0029363398392279762,0.013275375615240795,0.001,,,,
39,7.0,0.0,1053.0,1053.0,27.0,1053.0,9.0,10.0,10.0,0.0,,,,0.005988412071019411,0.0008414870304051157,0.0072529176250100144,0.004558873362839222,0.00025,0.0,0.00025,0.00025,0.026437601,0.0035657487,0.032927513,0.021484108999999998,7.483528056868553,2.3641141205507714,9.561792499119552,1.0,-0.055448500000000005,0.27351815,0.29640514,-0.46751496
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55,115.0,0.0,1485.0,1485.0,27.0,1485.0,5.0,0.014000000000000005,0.014000000000000005,0.0,,,,0.010571435825633151,0.0046567279096065405,0.019060518592596054,0.004436613060534,0.00025,0.0,0.00025,0.00025,0.021590332,0.008007778,0.038055353,0.012332168000000001,0.006657750666591548,0.0034000563708261513,0.012325663959616446,0.00099,-0.007706515,0.027507298,0.02786152,-0.035627965
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215,1195.0,0.0,5805.0,5805.0,27.0,5805.0,4.0,0.0,0.0,0.0,,,,0.0015907873333032645,0.00033036950263686936,0.002282091183587909,0.0011497251689434054,0.00025,0.0,0.00025,0.00025,0.007720601,0.00127915,0.009257229,0.005628948000000001,0.0,0.0,0.0,0.0,-0.027868366000000002,0.016239591,-0.010305819,-0.05894824
216,1202.0,0.0,5832.0,5832.0,27.0,5832.0,3.0,0.014000000000000005,0.014000000000000005,0.0,,,,0.0012144986373771511,0.00041510857339049526,0.0020939453970640893,0.000863145396579057,0.00025,0.0,0.00025,0.00025,0.0063999286,0.0016182306,0.0094719725,0.0046156864,0.006657750666591548,0.0034000563708261513,0.012325663959616446,0.00099,0.05291492,0.016230922,0.076299936,0.031512257
217,1208.0,0.0,5859.0,5859.0,27.0,5859.0,8.0,0.027000000000000017,0.027000000000000017,0.0,,,,0.0017865582873734336,0.0004040400424642555,0.0024186244700104,0.0013749342178925874,0.00025,0.0,0.00025,0.00025,0.0077659525,0.0020175197,0.010476286500000001,0.004600251,0.012858995260604704,0.006817259378011519,0.023765728565289617,0.001,0.016491093000000002,0.0040476304,0.021055077999999998,0.0034850724
218,1215.0,0.0,5886.0,5886.0,27.0,5886.0,0.0,0.0,0.0,0.0,,,,0.0020092442670526602,0.0014113003242274267,0.005093493033200502,0.0008148589404299855,0.00025,0.0,0.00025,0.00025,0.0076968309999999995,0.0032072940000000003,0.013930088,0.004476447,0.0,0.0,0.0,0.0,0.051572766,0.007884043,0.06380281,0.0357193
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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
37 36 0.0 1.0 972.0 972.0 27.0 972.0 0.0 0.0 0.0025397487658509635 0.002318446360705135 0.0063780483163840785 0.0
38 37 0.0 1.0 999.0 999.0 27.0 999.0 3.0 0.0 0.0 0.0 0.0 0.0
39 38 0.0 1.0 1026.0 1026.0 27.0 1026.0 17.0 0.0 0.006879178299672628 0.0029363398392279762 0.013275375615240795 0.001
40 39 7.0 0.0 1053.0 1053.0 27.0 1053.0 9.0 10.0 0.027000000000000017 10.0 0.027000000000000017 0.0 0.005988412071019411 0.004569078429735133 0.0008414870304051157 0.0008764972878845106 0.0072529176250100144 0.0059199328534305104 0.004558873362839222 0.003033743938431144 0.00025 0.0 0.00025 0.00025 0.026437601 0.022401305 0.0035657487 0.0038905267 0.032927513 0.028130244 0.021484108999999998 0.01623429 7.483528056868553 0.012858995260604704 2.3641141205507714 0.006817259378011519 9.561792499119552 0.023765728565289617 1.0 0.001 -0.055448500000000005 -0.01842655 0.27351815 0.036126394 0.29640514 0.018860452 -0.46751496 -0.05750795
41 40 14.0 0.0 1080.0 1080.0 27.0 1080.0 7.0 0.0 0.027000000000000017 0.0 0.027000000000000017 0.0 0.010345785545983486 0.003607084741815925 0.013365557748770629 0.0004998679909066253 0.04300965741276741 0.004538943059742451 0.003689727280288935 0.0027405084110796447 0.00025 0.0 0.00025 0.00025 0.02965326 0.01935403 0.01567112 0.0020371357 0.06741857 0.023118341 0.019806175 0.015832458 0.0 0.012858995260604704 0.0 0.006817259378011519 0.0 0.023765728565289617 0.0 0.001 0.002895085 0.021003782999999998 0.030825412000000003 0.017539503 0.048597417999999996 0.0394178 -0.045360625 -0.026396100000000002
42 41 20.0 0.0 1107.0 1107.0 27.0 1107.0 7.0 0.0 0.027000000000000017 0.0 0.027000000000000017 0.0 0.009985542662131287 0.0026916764909401536 0.00849121795384236 0.0004439180619190095 0.0228552408516407 0.0033114266116172075 0.003453491721302271 0.0018945804331451652 0.00025 0.0 0.00025 0.00025 0.025785292 0.015067258 0.0073527666 0.0018264999 0.03628234 0.016783904 0.018797416 0.011460266 0.0 0.012858995260604704 0.0 0.006817259378011519 0.0 0.023765728565289617 0.0 0.001 0.011086008500000001 0.024550823 0.026627779 0.012439018 0.045442592000000004 0.037544783 -0.027622206 -0.013702548
43 42 27.0 0.0 1134.0 1134.0 27.0 1134.0 6.0 10.0 0.0 10.0 0.0 0.0 0.014341054173807303 0.0023286278204371533 0.012279937445317048 0.00028661381150449903 0.036215890198946 0.0027400592807680373 0.002594276098534465 0.0019693521317094564 0.00025 0.0 0.00025 0.00025 0.029243479 0.012152045 0.014249478000000001 0.0017336966 0.056580156 0.014592028 0.014239617 0.009829968 7.483528056868553 0.0 2.3641141205507714 0.0 9.561792499119552 0.0 1.0 0.0 0.03515299 0.10522148 0.25051498 0.09469653 0.38761693 0.30016708 -0.29585913 -0.10017772
44 43 34.0 0.0 1161.0 1161.0 27.0 1161.0 5.0 0.02400000000000001 0.027000000000000017 0.02400000000000001 0.027000000000000017 0.0 0.0025102834915742282 0.0022162190206082804 0.0003056455486696392 0.00016096396522573888 0.0030097735580056906 0.0024208223912864928 0.0019334167009219527 0.0019328509224578734 0.00025 0.0 0.00025 0.00025 0.013029856999999999 0.010051657 0.0015938921 0.0010468886 0.01549545 0.011633424 0.010001916 0.007985648 0.010478817024128484 0.012858995260604704 0.0065334300345582024 0.006817259378011519 0.02138456505402556 0.023765728565289617 0.00099 0.001 0.008370635 -0.038341362000000004 0.025231927999999997 0.025819487999999998 0.08432226 0.05902772 -0.055248592 -0.065603584
45 44 41.0 0.0 1188.0 1188.0 27.0 1188.0 1.0 0.006999999999999999 0.027000000000000017 0.006999999999999999 0.027000000000000017 0.0 0.015219199072037426 0.002441346163063177 0.01241566650656683 0.0005504580827040257 0.032445739954710014 0.0035991221666336064 0.0022182837128639217 0.001893125125207007 0.00025 0.0 0.00025 0.00025 0.025396526000000003 0.010276546 0.015347691 0.002772777 0.048571162 0.01663319 0.009195301 0.00778436 0.0017417373238951285 0.012858995260604704 0.0021821066609436315 0.006817259378011519 0.0065956878005538535 0.023765728565289617 0.0 0.001 -0.0077394606 0.03495954 0.026503172000000002 0.041805107 0.0352543 0.0774151 -0.07356421 -0.021314502000000003
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48 47 61.0 0.0 1269.0 1269.0 27.0 1269.0 18.0 0.027000000000000017 0.014000000000000005 0.027000000000000017 0.014000000000000005 0.0 0.023442150925153067 0.0021710817402760896 0.01588235905255108 0.0003445672095218938 0.04539816454052925 0.0025742147117853165 0.003350403858348727 0.0015019829152151944 0.00025 0.0 0.00025 0.00025 0.045630727 0.007055431 0.030433942999999998 0.0009649805999999999 0.09729855 0.009165786 0.015131243999999999 0.0059337653 0.012858995260604704 0.006657750666591548 0.006817259378011519 0.0034000563708261513 0.023765728565289617 0.012325663959616446 0.001 0.00099 0.022058427000000002 0.01784524 0.0059773065000000005 0.035695665 0.052178986 0.04864047 0.016371997 -0.043028023
49 48 68.0 0.0 1296.0 1296.0 27.0 1296.0 10.0 0.0 0.014000000000000005 0.0 0.014000000000000005 0.0 0.009089753796745623 0.002000901116324323 0.004280660010517559 0.00028278109979688887 0.015651406720280647 0.002467394806444645 0.0027574270498007536 0.0015781983966007829 0.00025 0.0 0.00025 0.00025 0.020790493 0.0072434894 0.0060620904 0.00061768823 0.029236268 0.008218010999999999 0.014803621000000001 0.0067470013 0.0 0.006657750666591548 0.0 0.0034000563708261513 0.0 0.012325663959616446 0.0 0.00099 0.17257139 0.115890965 0.05185732 0.021355746000000002 0.30631214 0.13899685 0.04590526599999999 0.08188367
50 49 74.0 0.0 1323.0 1323.0 27.0 1323.0 18.0 0.014000000000000005 0.014000000000000005 0.0 0.014845940672482053 0.0022775037020134428 0.009607229488808171 0.00034534494044403664 0.032779861241579056 0.002765384502708912 0.005417399574071169 0.0017832908779382704 0.00025 0.0 0.00025 0.00025 0.033786303999999996 0.007385625 0.0185864 0.0004484466 0.07048744 0.008214167 0.016927002 0.006818136999999999 0.006657750666591548 0.0034000563708261513 0.012325663959616446 0.00099 0.027719557000000002 0.014526043 0.008016538 0.03619759 0.03975357 0.045684822 0.016047664 -0.046557713
51 50 81.0 0.0 1350.0 1350.0 27.0 1350.0 14.0 10.0 0.014000000000000005 10.0 0.014000000000000005 0.0 0.0065202706027776 0.001839780908388396 0.002996481104546201 0.0002671510822901041 0.010236977599561214 0.002321608131751418 0.0021827516611665487 0.0014354063896462321 0.00025 0.0 0.00025 0.00025 0.01609423 0.007270751999999999 0.004617269 0.0015278254000000002 0.025901753 0.010345501 0.012061212 0.00568702 7.483528056868553 0.006657750666591548 2.3641141205507714 0.0034000563708261513 9.561792499119552 0.012325663959616446 1.0 0.00099 0.24524213 0.02223067 0.17697918 0.016459627 0.5599465 0.046628583 0.02705741 0.0025373986
52 51 88.0 0.0 1377.0 1377.0 27.0 1377.0 11.0 10.0 0.0 10.0 0.0 0.0 0.01436046218233449 0.002161951319846724 0.009427518125943926 0.0002642816141165999 0.036142509430646896 0.002635607030242681 0.0054091522470116615 0.0017479852540418506 0.00025 0.0 0.00025 0.00025 0.027967487000000003 0.0068739904 0.020110196 0.00046748739999999997 0.07369823 0.007467071 0.010766266000000002 0.0062029054 7.483528056868553 0.0 2.3641141205507714 0.0 9.561792499119552 0.0 1.0 0.0 0.10774675 0.054486695999999994 0.087548964 0.048162922000000004 0.31552163 0.13154836 -0.047985482999999995 -0.019057352
53 52 95.0 0.0 1404.0 1404.0 27.0 1404.0 8.0 0.027000000000000017 0.0 0.027000000000000017 0.0 0.0 0.010379622889948743 0.001905822311528027 0.004739753707426624 0.0002812957501224673 0.019108857959508896 0.00235789199359715 0.00482892245054245 0.0015835441881790755 0.00025 0.0 0.00025 0.00025 0.024008913 0.006013294000000001 0.009080432 0.0008717519 0.04102552 0.0074611157 0.009269648 0.0051105646 0.012858995260604704 0.0 0.006817259378011519 0.0 0.023765728565289617 0.0 0.001 0.0 0.07505862 0.06581253599999999 0.030310822999999997 0.017050076 0.13624105 0.09152073 0.042913675 0.028755533
54 53 101.0 0.0 1431.0 1431.0 27.0 1431.0 3.0 10.0 0.0 10.0 0.0 0.0 0.009314573913191756 0.0017289490594218175 0.0035695299063574523 0.00021909320148203796 0.01531051844358444 0.001981599256396293 0.004362665116786957 0.0013340205186977985 0.00025 0.0 0.00025 0.00025 0.019628039 0.0062167277 0.01088715 0.0005965401 0.042087037 0.00718032 0.011048361999999999 0.0051827854 7.483528056868553 0.0 2.3641141205507714 0.0 9.561792499119552 0.0 1.0 0.0 -2.3047267000000002e-05 0.010754271000000001 0.08700572 0.011799572 0.18000627 0.046095795999999994 -0.13737205 -0.04595498
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