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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_Bootstrapped_DQN_space_invaders/trace.csv
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@@ -3,24 +3,24 @@ 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 1.0 531.0 531.0 262.0 531.0 8.0 0.0 0.3442313865024097 0.26731465870050863 1.0 0.0
4 3 0.0 1.0 654.0 654.0 123.0 654.0 0.0 0.0 1.1194499207617956 0.862098603062819 2.450733217907448 0.0
5 4 0.0 1.0 1173.0 1173.0 519.0 1173.0 2.0 0.0 1.1038465051213655 1.1369108437507858 4.161070816478141 0.0
6 5 100.0 0.0 1572.0 1572.0 399.0 1572.0 8.0 10.0 310.0 0.0 0.006273858311178628 0.006381816648499807 0.008330142333180622 0.008300668789646994 0.03179644048213959 0.03116293624043465 0.0001070434009307064 0.00014175962132867426 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.0057809628 0.006233199 0.00428058 0.0042512226 0.015232059 0.015098833 0.0012842978 0.0013792957 2.054682483279469 0.9981946272625823 4.353923952687973 0.0
7 6 160.0 0.0 1812.0 1812.0 240.0 1812.0 4.0 7.0 130.0 0.0 0.00858094445017438 0.008597402041535437 0.011025487792674208 0.010814677896271552 0.04672722890973091 0.045933056622743614 0.00010337847197661175 0.0001776911085471511 0.00025 0.0 0.00025 0.00025 0.005872111 0.006322021999999999 0.0049856184 0.004665739 0.020408265 0.020132642 0.0012264452000000001 0.0016343810999999999 1.83971605615766 1.54653748962161 4.492326630353285 0.0
8 7 185.0 0.0 1914.0 1914.0 102.0 1914.0 8.0 2.0 15.0 0.0 0.0057056179083883754 0.005789094757055864 0.009566845016376965 0.009384058316658905 0.030910406261682514 0.030703762546181682 0.00015892417286522686 0.00034115841845050454 0.00025 0.0 0.00025 0.00025 0.0045871167 0.0053427727 0.004069118 0.0035287202 0.013834482 0.013608872 0.0016493909 0.0028204862 0.8252216843886011 0.7249623919611342 1.8953382542587165 0.0
9 8 229.0 0.0 2090.0 2090.0 176.0 2090.0 7.0 2.0 15.0 0.0 0.008657716054585762 0.008767972092501559 0.013191662302277632 0.013023469232943966 0.060961790382862084 0.06084891781210899 0.00018780565005727112 0.00035512077738530934 0.00025 0.0 0.00025 0.00025 0.006128102 0.0067560243999999995 0.0052965875 0.0048819487 0.024218792000000003 0.024392112999999997 0.0018669614000000002 0.0026110348 0.8372836508642453 0.5450147907804874 1.886384871716129 0.0
10 9 244.0 0.0 2149.0 2149.0 59.0 2149.0 5.0 2.0 15.0 0.0 0.00667665019240563 0.006771396739558051 0.007406433018503216 0.007274850467898311 0.01548141520470381 0.015545547008514403 0.00024485771427862346 0.00038617316749878233 0.0002500000000000001 1.0842021724855042e-19 0.00025 0.00025 0.005659986 0.0061209969999999995 0.0035369787 0.0031249647 0.010256552 0.010450148000000001 0.0024132975 0.0029973532 0.46716053564921 0.6576401247022132 1.8687458127689778 0.0
11 10 267.0 0.0 2239.0 2239.0 90.0 2239.0 3.0 2.0 35.0 0.0 0.006187197646637365 0.0062515010130996616 0.008654079896911358 0.008551509465807999 0.030595635995268818 0.030142126604914662 0.00020239711739122868 0.00027648854302242404 0.0002500000000000001 5.421010862427521e-20 0.00025 0.00025 0.005233875 0.0054351357 0.0037543268 0.0036920667999999998 0.013406766 0.013640112 0.002017471 0.0022492758 0.7963928061047579 0.6503180718510583 1.770043145805155 0.0
12 11 401.0 314.0 0.0 2775.0 2430.0 2775.0 2430.0 536.0 191.0 2775.0 2430.0 8.0 8.0 3.0 105.0 30.0 0.0 0.0076730817593521185 0.005110926694543835 0.01026273844391202 0.00939602785987456 0.0459497831761837 0.04584810137748718 0.00017323925567325205 0.00026220790459774435 0.00025 0.0002500000000000001 0.0 5.421010862427521e-20 0.00025 0.00025 0.0056375875 0.004378095 0.004533787 0.003670305 0.021587799999999997 0.016259886 0.0016972864999999998 0.0019386335 1.274149577263458 1.1553009090245054 0.9814292642439238 0.7750854803665822 3.909936321269157 2.6500575414623486 0.0 0.020429587 0.01075827 0.009730016 0.013271711 0.04222724 0.025577508 -0.0036528922999999997 -0.009927176
13 12 442.0 334.0 0.0 2941.0 2508.0 2941.0 2508.0 166.0 78.0 2941.0 2508.0 8.0 0.0 6.0 2.0 95.0 45.0 0.0 0.009460052854392859 0.009816877101241659 0.011893971040711302 0.011153086220970427 0.0601826086640358 0.030654150992631912 0.00024936438421718776 0.000256838247878477 0.00025 0.0002500000000000001 0.0 5.421010862427521e-20 0.00025 0.00025 0.006743224 0.006310056 0.004512203 0.0046493206 0.020062562 0.014086996000000001 0.0024123169 0.0017920259 2.1739952594843905 0.6319012927320262 1.247283866258882 0.6465654549713129 3.8537544767205016 1.770043145805155 0.0
14 13 496.0 378.0 0.0 3156.0 2684.0 3156.0 2684.0 215.0 176.0 3156.0 2684.0 7.0 5.0 2.0 0.0 55.0 0.0 0.0 0.008886155373787645 0.010144528416937894 0.01211537698485043 0.013089526702788387 0.06058269366621971 0.04573475942015648 0.00024669029517099256 0.00023399281781166792 0.00025 0.0 0.00025 0.00025 0.0064274530000000005 0.0068183388000000004 0.0050618723 0.005277915 0.027024375 0.022185331000000003 0.0023406029999999997 0.0016922562 0.5393877770998244 0.0 0.6154190288564962 0.0 1.7856781408072189 0.0 0.0 0.032848313 0.020458438 0.008609116 0.00769164 0.040870699999999996 0.029606279 0.01987039 0.0079810675
15 14 541.0 425.0 0.0 3335.0 2872.0 3335.0 2872.0 179.0 188.0 3335.0 2872.0 5.0 0.0 1.0 0.0 5.0 0.0 0.0 0.009253808953669958 0.0077141762179808015 0.010618086101890231 0.01027408016714329 0.03098195604979992 0.030924230813980106 0.00024773561744950706 0.00025322282453998923 0.00025 0.0002500000000000001 0.0 5.421010862427521e-20 0.00025 0.00025 0.006421773 0.005876180999999999 0.00394707 0.004422433 0.01344751 0.018677587 0.0024552035999999998 0.0021913722 0.1617021076691104 0.0 0.3359277220934725 0.0 1.0 0.0 0.0 0.03360373 0.007870216999999999 0.039596006 0.016850319
16 15 593.0 449.0 0.0 3543.0 2967.0 3543.0 2967.0 208.0 95.0 3543.0 2967.0 1.0 6.0 4.0 3.0 40.0 30.0 0.0 0.00918442351954022 0.007083810088564253 0.01275409618221497 0.011362916801044938 0.04474706575274468 0.045544859021902084 0.0002603356551844627 0.00024507413036189973 0.00025 0.0 0.00025 0.00025 0.006705689 0.0055374946 0.0054350337 0.0048035407 0.021499146 0.022217762000000002 0.0024255246 0.0021097401999999998 0.9277385930791114 1.0323808657626343 0.9300546476425536 1.0091710594130785 2.827112112528587 2.6487275860632327 0.0
17 16 643.0 469.0 0.0 3743.0 3049.0 3743.0 3049.0 200.0 82.0 3743.0 3049.0 7.0 3.0 2.0 0.0 35.0 0.0 0.0 0.008653623021091334 0.013050557146198115 0.01203271051514775 0.009794977702335656 0.04561404511332512 0.030653197318315506 0.00025741007993929094 0.00030292640440166 0.00025 0.0002500000000000001 0.0 5.421010862427521e-20 0.00025 0.00025 0.006199294 0.008263529 0.004773637 0.0036370263 0.020930363 0.013529993999999998 0.0022822001 0.0027162358000000003 0.6712173748129522 0.0 0.6092674326727069 0.0 1.8514577710948756 0.0 0.0
18 17 769.0 533.0 0.0 4247.0 3306.0 4247.0 3306.0 504.0 257.0 4247.0 3306.0 4.0 1.0 8.0 5.0 120.0 55.0 0.0 0.007997047552115484 0.007558653951036831 0.011587850390758431 0.00909142233744574 0.0613202415406704 0.030390491709113118 0.00022856102441437545 0.0002615666890051216 0.0002500000000000001 0.00025 1.0842021724855042e-19 0.0 0.00025 0.00025 0.00598843 0.0061528194 0.0047509655999999996 0.0036324367 0.030977622000000003 0.013610822 0.0021550405999999998 0.0023946685 1.385963941755423 1.5921024501488596 0.9458111472215864 1.1112181626610391 3.9015703845088727 3.861532690314493 0.0 0.030356152 0.008328333 0.045441985 0.019884652
19 18 803.0 585.0 0.0 4383.0 3511.0 4383.0 3511.0 136.0 205.0 4383.0 3511.0 7.0 0.0 0.0 0.0 0.008612036458062529 0.005881644086626943 0.010332630430020251 0.0072712602802765935 0.03037862852215767 0.01567377708852291 0.0002405663690296933 0.00023803858493920416 0.00025 0.0 0.00025 0.00025 0.0061402004 0.005066899000000001 0.003962394 0.00350082 0.013849353 0.01031028 0.0022057625 0.0018202220999999998 0.0 0.0 0.0 0.0
20 19 828.0 632.0 0.0 4483.0 3701.0 4483.0 3701.0 100.0 190.0 4483.0 3701.0 3.0 5.0 1.0 2.0 15.0 25.0 0.0 0.008099889304721728 0.0060482880904368964 0.011316411439653937 0.008536178240773445 0.04556084796786308 0.030633429065346718 0.00023716632858850065 0.0002311979478690773 0.00025 0.0002500000000000001 0.0 5.421010862427521e-20 0.00025 0.00025 0.0061904215 0.0050158626000000005 0.004684817 0.003939528 0.019425906 0.014244277 0.0021622777 0.0015845664 0.4473165228376146 0.7219774235742806 0.3859060679188835 0.5985471323512997 1.0 1.8600583546412883 0.0
21 20 929.0 680.0 0.0 4889.0 3891.0 4889.0 3891.0 406.0 190.0 4889.0 3891.0 0.0 4.0 7.0 0.0 80.0 0.0 0.0 0.008402860848495902 0.0063224184850696466 0.011576927779356556 0.009139478390828655 0.0453546978533268 0.030759736895561218 0.00022958195768296719 0.0002736819442361593 0.0002500000000000001 0.00025 5.421010862427521e-20 0.0 0.00025 0.00025 0.006206388 0.005144544 0.004747717 0.00392778 0.020835804 0.014156631000000001 0.0021647965 0.0020470172 1.3430331078057811 0.0 1.0463286436371946 0.0 3.709441691234059 0.0 0.0 0.023571777999999998 0.010907986000000001 0.042958718 0.00632574
22 21 1012.0 729.0 0.0 5221.0 4090.0 5221.0 4090.0 332.0 199.0 5221.0 4090.0 8.0 9.0 2.0 4.0 30.0 50.0 0.0 0.005650608528423661 0.006711791676043875 0.008218237986471697 0.009558345918853874 0.03046272695064545 0.0307814572006464 0.0002068828180199489 0.00024360073439311242 0.0002500000000000001 0.00025 5.421010862427521e-20 0.0 0.00025 0.00025 0.0050593624 0.005358125500000001 0.0040467440000000006 0.00437034 0.019566683 0.01955466 0.0018410714 0.001701356 0.4718607999390638 1.0151537624400504 0.5336089280183028 0.8484351860454179 1.770043145805155 2.4947182196046227 0.0 0.015006665 0.020051198 0.006017194599999999 0.0056671537 0.026400073 0.028224432999999997 0.0025955157 0.011197746000000001
23 22 1045.0 804.0 0.0 5351.0 4390.0 5351.0 4390.0 130.0 300.0 5351.0 4390.0 0.0 9.0 1.0 5.0 30.0 60.0 0.0 0.002537768723524289 0.007774809659560953 0.006608280106071086 0.01021015375622282 0.0305725522339344 0.04574614390730858 0.0002002959663514048 0.0002022408880293369 0.00025 0.0002500000000000001 0.0 5.421010862427521e-20 0.00025 0.00025 0.00334153 0.0059320587 0.003618995 0.004560771 0.019435143000000002 0.022101935 0.0017342078 0.0016575289000000002 0.35671674984062657 1.3171668207886833 0.3848848926286408 0.9709284362164043 1.0 2.8670952553315345 0.0
24 23 1135.0 862.0 0.0 5711.0 4619.0 5711.0 4619.0 360.0 229.0 5711.0 4619.0 2.0 6.0 3.0 20.0 30.0 0.0 0.006407883726610129 0.007422706551376011 0.008698550527715315 0.010190139898230177 0.03079607151448727 0.04496628046035767 0.00015418978000525382 0.0002519965346436948 0.0002500000000000001 0.00025 5.421010862427521e-20 0.0 0.00025 0.00025 0.0050226753 0.0057275225 0.0041869559999999995 0.0044545904 0.01992405 0.020346563 0.0015568208999999999 0.0019995186 0.674559103612383 1.0116761308525832 0.5515052753627817 0.7568911302682131 2.0483907280574467 2.6007952930583778 0.0
25 24 1152.0 882.0 0.0 5782.0 4699.0 5782.0 4699.0 71.0 80.0 5782.0 4699.0 4.0 6.0 0.0 0.0 0.0 0.007435832170920227 0.007033253759436775 0.010654573019591494 0.010034437061930872 0.031099731102585793 0.03036232851445675 0.0002141469449270517 0.0002582568267825991 0.00025 0.0002500000000000001 0.0 5.421010862427521e-20 0.00025 0.00025 0.0054329154 0.0057476459999999995 0.0044891206 0.004918462 0.014260428 0.019492963000000002 0.0020032807 0.0019998422 0.0 0.0 0.0 0.0
26 25 1193.0 964.0 0.0 5946.0 5027.0 5946.0 5027.0 164.0 328.0 5946.0 5027.0 0.0 5.0 3.0 6.0 65.0 95.0 0.0 0.005160149779476342 0.005581443553304913 0.009222892010527532 0.007549796523397736 0.03091062419116497 0.03022000007331372 0.00019036485173273834 0.0002111604699166492 0.00025 0.0002500000000000001 0.0 5.421010862427521e-20 0.00025 0.00025 0.004480932 0.004849443 0.004335616699999999 0.0036585585 0.01924327 0.013776868999999999 0.0018914957999999998 0.0016529358 1.0087524143851263 1.4701979940883445 0.8821235128988212 0.9288374906995004 2.4841851845494327 3.3057288292991514 0.0 0.014996342 0.030159175 0.010180945 0.006089100000000001 0.03520646 0.03683514 -0.0037689934999999997 0.02086344