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Code Issues Projects Releases Wiki Activity

new traces

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itaicaspi-intel
2018-09-12 15:29:42 +03:00
parent 673911ff7f
commit fa4895f840
76 changed files with 12786 additions and 12606 deletions
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rl_coach/traces/Fetch_DDPG_HER_baselines_reach/trace.csv
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@@ -1,121 +1,121 @@
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,Entropy/Mean,Entropy/Stdev,Entropy/Max,Entropy/Min,Advantages/Mean,Advantages/Stdev,Advantages/Max,Advantages/Min,Values/Mean,Values/Stdev,Values/Max,Values/Min,Value Loss/Mean,Value Loss/Stdev,Value Loss/Max,Value Loss/Min,Policy Loss/Mean,Policy Loss/Stdev,Policy Loss/Max,Policy Loss/Min,Q/Mean,Q/Stdev,Q/Max,Q/Min,TD targets/Mean,TD targets/Stdev,TD targets/Max,TD targets/Min,actions/Mean,actions/Stdev,actions/Max,actions/Min
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70,1960.0,0.0,17220.0,70.0,50.0,3500.0,0.1,-5.0,-5.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.2501685,0.45993152,-0.050869767,-2.1749806,,,,,0.021693469481139267,0.5564693970604043,1.191841553703726,-1.1736667485848906
71,2000.0,0.0,17466.0,71.0,50.0,3550.0,0.1,-6.0,-6.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.20032693,0.54933625,0.029257447000000002,-2.6023392999999997,,,,,-0.2969738217321228,0.5477884334424783,0.9840468016508408,-1.3711175422168895
72,2040.0,0.0,17712.0,72.0,50.0,3600.0,0.1,-13.0,-13.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.3535645,0.5873285,-0.014556366999999999,-2.384103,,,,,-0.07094789578411625,0.6305376853526924,1.473316805213584,-1.3116136712647788
73,2080.0,0.0,17958.0,73.0,50.0,3650.0,0.1,-8.0,-8.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.16359682,0.3047482,0.07785887,-1.0529268999999999,,,,,-0.17686746992023067,0.5711656749950348,1.1584051943303506,-1.465919312966704
74,2120.0,0.0,18204.0,74.0,50.0,3700.0,0.1,-7.0,-7.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.18065809,0.38053909999999996,0.021932207000000002,-1.3086073,,,,,-0.10163841390910366,0.5828631915744726,1.2763375012648082,-1.418514465334079
75,2160.0,0.0,18450.0,75.0,50.0,3750.0,0.1,-8.0,-8.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.34753877,0.5725944000000001,-0.06415391,-2.5869246,,,,,0.13879946175692232,0.5515080805900204,1.3261100934434231,-1.2847545188918992
76,2200.0,0.0,18696.0,76.0,50.0,3800.0,0.1,-16.0,-16.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.71254426,0.80899066,-0.15797406,-3.1797674,,,,,0.2181307628787312,0.6630544174304855,1.3805395634733055,-1.2925259864320122
77,2240.0,0.0,18942.0,77.0,50.0,3850.0,0.1,-5.0,-5.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.082341254,0.32065383,0.1116728,-1.6559769,,,,,-0.10074850341444706,0.604314843686128,1.4041836091910649,-1.2160530066512916
78,2280.0,0.0,19188.0,78.0,50.0,3900.0,0.1,-13.0,-13.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.42129759999999994,0.78139156,0.028527372000000002,-2.648484,,,,,-0.11444890885155826,0.7072105858494461,1.4112573429168669,-1.4483241427867437
79,2320.0,0.0,19434.0,79.0,50.0,3950.0,0.1,-10.0,-10.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.25662518,0.42161843,-0.010157827,-1.7175516,,,,,-0.04669116729430702,0.588000249248276,1.3525262524759007,-1.1142610128387525
80,2360.0,0.0,19680.0,80.0,50.0,4000.0,0.1,-14.0,-14.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.37506849999999997,0.7178395000000001,0.037293755,-2.3992615,,,,,-0.04446248749685853,0.6070417563331777,1.3462864193538158,-1.4103955919189517
81,2400.0,0.0,19926.0,81.0,50.0,4050.0,0.1,-8.0,-8.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.25270370000000003,0.55280787,0.028826915,-2.2590172,,,,,0.006025203115021825,0.6242487946207472,1.2120547184306714,-1.3632726814406682
82,2440.0,0.0,20172.0,82.0,50.0,4100.0,0.1,-6.0,-6.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.20838682,0.31392807,0.018091843,-1.2205618999999999,,,,,-0.014594047703006591,0.5484490340238911,1.2148665802435654,-1.143510874813045
83,2480.0,0.0,20418.0,83.0,50.0,4150.0,0.1,-7.0,-7.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.12055619,0.40099844,0.13174866,-1.9004566999999999,,,,,-0.1955401387962966,0.5560032493168766,1.0075502601067354,-1.4040168782283564
84,2520.0,0.0,20664.0,84.0,50.0,4200.0,0.1,-10.0,-10.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.21343778,0.32273486,0.012250107,-1.308322,,,,,0.009591972581149395,0.4703539528940682,1.3039723382684552,-1.1787996602560773
85,2560.0,0.0,20910.0,85.0,50.0,4250.0,0.1,-9.0,-9.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.36941599999999997,0.66531396,-0.053399727,-2.8132071,,,,,-0.20357293219678385,0.6709677790987477,1.049605155625067,-1.4014223950847515
86,2600.0,0.0,21156.0,86.0,50.0,4300.0,0.1,-5.0,-5.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.24552310000000002,0.5684642,-0.008544434,-2.997054,,,,,-0.36718501504383416,0.5908025843431131,1.2710339879467538,-1.5088983666882407
87,2640.0,0.0,21402.0,87.0,50.0,4350.0,0.1,-7.0,-7.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.18423559,0.5492645,0.059881154000000006,-2.471029,,,,,-0.05405411073714308,0.6206224240367573,1.3041515884826391,-1.4090556845178217
88,2680.0,0.0,21648.0,88.0,50.0,4400.0,0.1,-19.0,-19.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.40155736,0.61410904,0.07774555,-2.2672242999999996,,,,,-0.22627763577601,0.6451142573456005,1.1819164653611656,-1.4841059602521427
89,2720.0,0.0,21894.0,89.0,50.0,4450.0,0.1,-10.0,-10.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.29528362,0.58127886,-0.0007468014999999999,-2.803614,,,,,-0.0981311620422438,0.6678554218952935,1.247758372348676,-1.297520825502246
90,2760.0,0.0,22140.0,90.0,50.0,4500.0,0.1,-10.0,-10.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.37992093,0.7734664000000001,0.00026521087000000004,-2.9740856,,,,,0.04934737326696577,0.5445100791619616,1.3153221107392314,-1.1511792706753434
91,2800.0,0.0,22386.0,91.0,50.0,4550.0,0.1,-11.0,-11.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.45199937,0.84681493,-0.04392955,-3.3464906,,,,,-0.10301380864451537,0.5736276816574545,1.3268307752364354,-1.162494002169657
92,2840.0,0.0,22632.0,92.0,50.0,4600.0,0.1,-10.0,-10.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.40895570000000003,0.61014575,-0.039490446,-2.1934628,,,,,0.05989167920334789,0.6330145269241694,1.3066830491881858,-1.5027102155196093
93,2880.0,0.0,22878.0,93.0,50.0,4650.0,0.1,-14.0,-14.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.291476,0.46508476,0.03947228,-1.4904562,,,,,-0.0980879344473146,0.6195409544333852,1.203949418503127,-1.2411107867157043
94,2920.0,0.0,23124.0,94.0,50.0,4700.0,0.1,-5.0,-5.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.16981213,0.32466394,-0.026878792999999998,-2.0009506,,,,,-0.08863642946720866,0.6123293044352374,1.3107241115047228,-1.1480845255486214
95,2960.0,0.0,23370.0,95.0,50.0,4750.0,0.1,-10.0,-10.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.20432256,0.40688866,0.07209943,-1.4465636999999998,,,,,-0.04861331233416518,0.5367788483849814,1.1744927407667691,-1.4847820134200247
96,3000.0,0.0,23616.0,96.0,50.0,4800.0,0.1,-9.0,-9.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.24284746,0.47849885,0.0010736025999999999,-2.4299834,,,,,-0.10716671279679726,0.59192699353038,1.0070418878078162,-1.3629839380264572
97,3040.0,0.0,23862.0,97.0,50.0,4850.0,0.1,-25.0,-25.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-1.030224,1.1442902,-0.022970252000000004,-3.4278178,,,,,0.06943586688484467,0.5879195207468552,1.359919392696689,-1.2123885256102642
98,3080.0,0.0,24108.0,98.0,50.0,4900.0,0.1,-7.0,-7.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.1598246,0.3201448,0.016046502,-1.0984107,,,,,0.009511142510886805,0.5732554229341619,1.270016855120134,-1.2896197746563147
99,3120.0,0.0,24354.0,99.0,50.0,4950.0,0.1,-7.0,-7.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.15122066,0.4669649,0.06971504,-2.1169887000000003,,,,,-0.1039281851055279,0.5925861007108069,1.1300944046906352,-1.3487996221419198
100,3160.0,0.0,24600.0,100.0,50.0,5000.0,0.1,-6.0,-6.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.27776809999999996,0.6187519,-0.03443319,-3.4127544999999997,,,,,0.1355931266050909,0.6322577258646894,1.4308110537839671,-1.3546496704262838
101,3200.0,0.0,24846.0,101.0,50.0,5050.0,0.1,-6.0,-6.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.14257365,0.29534540000000004,0.005846996,-1.1098921,,,,,-0.1326949855496329,0.5301913862315959,0.9161116119233748,-1.3580411307586011
102,3240.0,0.0,25092.0,102.0,50.0,5100.0,0.1,-7.0,-7.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.11109155400000001,0.3282915,0.052363068,-1.4122856000000001,,,,,-0.0560823745423564,0.5389776937076665,1.2834064202491409,-1.4792622195542806
103,3280.0,0.0,25338.0,103.0,50.0,5150.0,0.1,-8.0,-8.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.22814777,0.44967908,-0.027521253,-2.0313194,,,,,-0.023706807822629013,0.5864797477666647,1.3738713178402515,-1.222729860461276
104,3320.0,0.0,25584.0,104.0,50.0,5200.0,0.1,-14.0,-14.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.5293608,0.81966746,-0.038332462000000005,-2.9296033,,,,,0.08708233968573208,0.570229310414027,1.280956222849594,-1.1586762673972262
105,3360.0,0.0,25830.0,105.0,50.0,5250.0,0.1,-9.0,-9.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.26019177,0.5744474,0.031422276,-2.3183224,,,,,-0.12286326053043048,0.6202930498697109,1.3138727499154292,-1.3919010283825963
106,3400.0,0.0,26076.0,106.0,50.0,5300.0,0.1,-12.0,-12.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.37301147,0.5400729999999999,-0.018245034,-2.108515,,,,,0.03377690649940198,0.6789925857857765,1.1634539566903508,-1.1932604950540129
107,3440.0,0.0,26322.0,107.0,50.0,5350.0,0.1,-5.0,-5.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.15110931,0.29639940000000004,-0.0041621514,-1.0547383999999997,,,,,-0.06576469082810428,0.5363161641221578,1.1427680282448462,-1.1633418926524386
108,3480.0,0.0,26568.0,108.0,50.0,5400.0,0.1,-11.0,-11.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.21047795,0.44814354,0.061123785,-1.5154232,,,,,-0.07046619022710006,0.5681861799397832,1.1336843388592863,-1.5098454748215742
109,3520.0,0.0,26814.0,109.0,50.0,5450.0,0.1,-9.0,-9.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.24385495,0.50378704,0.0011050701,-2.579971,,,,,0.08277529818815108,0.6177310783351346,1.3353604195223605,-1.1411398654624316
110,3560.0,0.0,27060.0,110.0,50.0,5500.0,0.1,-15.0,-15.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.46854123,0.80484974,-0.0024912022,-3.7459857000000003,,,,,0.02680580987572184,0.6569841218846031,1.2496405509627788,-1.2932294863587304
111,3600.0,0.0,27306.0,111.0,50.0,5550.0,0.1,-10.0,-10.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.35194945,0.84818405,0.0203727,-3.3417394,,,,,-0.07215463583799797,0.4998994820889424,1.4639599232329472,-1.2822999718837775
112,3640.0,0.0,27552.0,112.0,50.0,5600.0,0.1,-12.0,-12.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.20614186,0.43029520000000004,0.0536305,-1.8091616999999998,,,,,-0.14216287247858211,0.5275456238105474,1.0244909765609136,-1.3665197370656752
113,3680.0,0.0,27798.0,113.0,50.0,5650.0,0.1,-14.0,-14.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.34483755,0.599356,0.0354063,-2.3179822,,,,,0.09422197071601453,0.5590457339071917,1.2326232121569314,-1.4188138791768692
114,3720.0,0.0,28044.0,114.0,50.0,5700.0,0.1,-9.0,-9.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.17013283,0.37420806,0.0417809,-1.0723688999999998,,,,,-0.06900360784895289,0.5460522710945572,1.019577215316937,-1.3968503986441518
115,3760.0,0.0,28290.0,115.0,50.0,5750.0,0.1,-4.0,-4.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.06579996,0.29076207,0.058597103,-1.4247187,,,,,-0.004493505795523075,0.6136554163702884,1.472823580373972,-1.2416349537344498
116,3800.0,0.0,28536.0,116.0,50.0,5800.0,0.1,-8.0,-8.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.16179584,0.35272563,0.040722996000000004,-1.1867014999999999,,,,,0.060401610943115996,0.4892185843214472,1.2113853893719546,-1.1761648386468997
117,3840.0,0.0,28782.0,117.0,50.0,5850.0,0.1,-13.0,-13.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.2959777,0.4506024,0.07142298,-1.4123838,,,,,-0.015088215398921988,0.5403388931864765,1.1040019132381378,-1.2430847464829855
118,3880.0,0.0,29028.0,118.0,50.0,5900.0,0.1,-8.0,-8.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.15213348,0.3317145,0.020325545,-1.0353725,,,,,-0.05101856436570349,0.5387009379599047,1.3515704991835902,-1.5471903533129372
119,3920.0,0.0,29274.0,119.0,50.0,5950.0,0.1,-11.0,-11.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.28316557,0.63153785,0.034552652,-2.4969523,,,,,0.15632540383201854,0.5998432157452396,1.2668380149528908,-1.4226570735217936
120,3960.0,0.0,29520.0,120.0,50.0,6000.0,0.1,-14.0,-14.0,0.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,-0.66879606,1.2630769,0.057835735,-4.0341687,,,,,0.020119700310501143,0.5829865887817238,1.289173587063609,-1.2461655323473746
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,Entropy/Mean,Entropy/Stdev,Entropy/Max,Entropy/Min,Advantages/Mean,Advantages/Stdev,Advantages/Max,Advantages/Min,Values/Mean,Values/Stdev,Values/Max,Values/Min,Value Loss/Mean,Value Loss/Stdev,Value Loss/Max,Value Loss/Min,Policy Loss/Mean,Policy Loss/Stdev,Policy Loss/Max,Policy Loss/Min,Q/Mean,Q/Stdev,Q/Max,Q/Min,TD targets/Mean,TD targets/Stdev,TD targets/Max,TD targets/Min,actions/Mean,actions/Stdev,actions/Max,actions/Min
1,0.0,1.0,246.0,1.0,50.0,50.0,0.1,,,0.0,,,,,,,,,,,,,,,,-18.84431432426873,9.007305717332294,-1.0,-31.79151599564413,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
2,0.0,1.0,492.0,2.0,50.0,100.0,0.1,,,0.0,,,,,,,,,,,,,,,,-15.887298793959195,9.081388664880835,0.0,-29.70683796534775,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
3,0.0,1.0,738.0,3.0,50.0,150.0,0.1,,,0.0,,,,,,,,,,,,,,,,-18.84431432426873,9.007305717332294,-1.0,-31.79151599564413,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4,0.0,1.0,984.0,4.0,50.0,200.0,0.1,,,0.0,,,,,,,,,,,,,,,,-18.84431432426873,9.007305717332294,-1.0,-31.79151599564413,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
5,0.0,1.0,1230.0,5.0,50.0,250.0,0.1,,,0.0,,,,,,,,,,,,,,,,-18.597956265743637,8.733309476578318,-1.0,-31.022493606384028,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
6,0.0,1.0,1476.0,6.0,50.0,300.0,0.1,,,0.0,,,,,,,,,,,,,,,,-18.84431432426873,9.007305717332294,-1.0,-31.79151599564413,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
7,0.0,1.0,1722.0,7.0,50.0,350.0,0.1,,,0.0,,,,,,,,,,,,,,,,-18.84431432426873,9.007305717332294,-1.0,-31.79151599564413,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
8,0.0,1.0,1968.0,8.0,50.0,400.0,0.1,,,0.0,,,,,,,,,,,,,,,,-18.84431432426873,9.007305717332294,-1.0,-31.79151599564413,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
9,0.0,1.0,2214.0,9.0,50.0,450.0,0.1,,,0.0,,,,,,,,,,,,,,,,-18.84431432426873,9.007305717332294,-1.0,-31.79151599564413,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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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 Entropy/Mean Entropy/Stdev Entropy/Max Entropy/Min Advantages/Mean Advantages/Stdev Advantages/Max Advantages/Min Values/Mean Values/Stdev Values/Max Values/Min Value Loss/Mean Value Loss/Stdev Value Loss/Max Value Loss/Min Policy Loss/Mean Policy Loss/Stdev Policy Loss/Max Policy Loss/Min Q/Mean Q/Stdev Q/Max Q/Min TD targets/Mean TD targets/Stdev TD targets/Max TD targets/Min actions/Mean actions/Stdev actions/Max actions/Min
2 1 0.0 1.0 246.0 1.0 50.0 50.0 0.1 0.0 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413
3 2 0.0 1.0 492.0 2.0 50.0 100.0 0.1 0.0 -15.887298793959195 9.081388664880835 0.0 -29.70683796534775
4 3 0.0 1.0 738.0 3.0 50.0 150.0 0.1 0.0 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413
5 4 0.0 1.0 984.0 4.0 50.0 200.0 0.1 0.0 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413
6 5 0.0 1.0 1230.0 5.0 50.0 250.0 0.1 0.0 -18.597956265743637 8.733309476578318 -1.0 -31.022493606384028
7 6 0.0 1.0 1476.0 6.0 50.0 300.0 0.1 0.0 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413
8 7 0.0 1.0 1722.0 7.0 50.0 350.0 0.1 0.0 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413
9 8 0.0 1.0 1968.0 8.0 50.0 400.0 0.1 0.0 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413
10 9 0.0 1.0 2214.0 9.0 50.0 450.0 0.1 0.0 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413
11 10 0.0 1.0 2460.0 10.0 50.0 500.0 0.1 0.0 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413
12 11 0.0 1.0 2706.0 11.0 50.0 550.0 0.1 0.0 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413
13 12 0.0 1.0 2952.0 12.0 50.0 600.0 0.1 0.0 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413
14 13 0.0 1.0 3198.0 13.0 50.0 650.0 0.1 0.0 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413
15 14 0.0 1.0 3444.0 14.0 50.0 700.0 0.1 0.0 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413
16 15 0.0 1.0 3690.0 15.0 50.0 750.0 0.1 0.0 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413
17 16 0.0 1.0 3936.0 16.0 50.0 800.0 0.1 0.0 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413
18 17 0.0 1.0 4182.0 17.0 50.0 850.0 0.1 0.0 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413
19 18 0.0 1.0 4428.0 18.0 50.0 900.0 0.1 0.0 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413
20 19 0.0 1.0 4674.0 19.0 50.0 950.0 0.1 0.0 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413
21 20 0.0 1.0 4920.0 20.0 50.0 1000.0 0.1 0.0 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413
22 21 0.0 1.0 5166.0 21.0 50.0 1050.0 0.1 1.0 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413
23 22 40.0 0.0 5412.0 22.0 50.0 1100.0 0.1 -46.0 -50.0 -46.0 -50.0 1.0 5.272886256501079 5.296290595084429 2.2031638400757174 2.2893428850732573 8.5393485724926 8.746456012129784 0.7541730403900146 0.7268723249435425 0.001 0.0 0.001 0.001 0.5317002 0.53973085 0.5374275 0.5138821 2.6782672 2.5483877999999995 0.12463605 0.11812876 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413 -0.40694425 -0.42113382 0.116917714 0.14086957 0.022069091000000002 0.0037096666999999997 -0.730958 -0.70057255 -0.6921883965816761 -0.717547636613476 0.4142855914450438 0.4280017772450752 0.0 -1.0443030893802645 -1.0568074770271778 0.021984492637073118 -0.021987209838255015 0.3201371912853629 0.3271449549804721 0.9814501104952102 -0.9372007403745176
24 23 80.0 0.0 5658.0 23.0 50.0 1150.0 0.1 -50.0 -50.0 1.0 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413 -0.4170207 -1.1129886 0.1371437 0.21309663 -0.24129575 -0.8393187 -0.8606351000000001 -1.6379042 -0.039786169744375786 -0.05812354546394169 0.3809799448543031 0.3678338373330143 0.9568684479780788 -0.94501333674486
25 24 120.0 0.0 5904.0 24.0 50.0 1200.0 0.1 -46.0 -50.0 -46.0 -50.0 1.0 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413 -0.56080973 -0.4935912 0.11710674 0.17944519 -0.27295074 -0.20228416 -0.86496603 -0.98352563 -0.15503311631980354 -0.06870607061323714 0.4929946191712215 0.4116771074030619 0.9849893537921456 -1.311290803570807 -0.9840788640688172
26 25 160.0 0.0 6150.0 25.0 50.0 1250.0 0.1 -34.0 -18.0 -34.0 -18.0 0.0 -7.021549661084807 2.2640873178020837 -1.0 -11.20250034583182 -0.46464208 -0.49215898 0.11209127 0.11896572 -0.2652866 -0.3422538 -0.76236176 -0.8189869000000001 -0.05051297958755074 0.022466208937809103 0.5629137554695296 0.4552568668915634 1.125240381996044 0.987263401987896 -1.348682534013401 -1.1463567000275712
27 26 200.0 0.0 6396.0 26.0 50.0 1300.0 0.1 -35.0 -50.0 -35.0 -50.0 1.0 -18.84431432426873 9.007305717332294 -1.0 -31.79151599564413 -0.29102272 -0.730468 0.15320052 0.10227119999999999 -0.042197682 -0.5045821 -0.7351753000000001 -1.024632 -0.03121092919261382 0.1017491846298687 0.6062087715622936 0.503587579001498 1.2385231711559292 1.2181999535437935 -1.2429470911474896 -0.98098311874754
28 27 240.0 0.0 6642.0 27.0 50.0 1350.0 0.1 -6.0 -22.0 -6.0 -22.0 1.0 -8.043569130166532 3.42676211162787 0.0 -14.241255989625973 -0.26924998 -0.24913734 0.23340602 0.23815875 0.029881956 0.13433989999999998 -1.0208976 -1.0395923 0.19479540140747167 -0.007365831086346086 0.6075399636147215 0.5611135343076992 1.362710617317857 1.2796269877097026 -1.1412981946019911 -1.0903126198797009
29 28 280.0 0.0 6888.0 28.0 50.0 1400.0 0.1 -2.0 -46.0 -2.0 -46.0 1.0 -18.42457119517945 8.501000301556264 -1.0 -29.025517270229805 -0.04280776 -0.23000675 0.23006457 0.21222842 0.13516434 0.07092521 -1.0150582000000001 -1.0973043 -0.01178972748164488 -0.021628662257552413 0.5014123287294192 0.4889139716208382 1.2302989717776276 1.2069031398888987 -1.3886488908267705 -1.3513396614528386
30 29 320.0 0.0 7134.0 29.0 50.0 1450.0 0.1 -12.0 -10.0 -12.0 -10.0 1.0 -1.9205904431818472 1.9247123976872629 0.0 -8.24429546614097 -0.15260118 -0.4318879 0.3518677 0.29296252 0.17525306 -0.08174917 -1.1950105 -1.3452018 0.01269182890362535 -0.1027019783837026 0.5730431935906314 0.635421706472058 1.249124258359712 1.2487024362886363 -1.2584634832377488 -1.3700679710705503
31 30 360.0 0.0 7380.0 30.0 50.0 1500.0 0.1 -5.0 -6.0 -5.0 -6.0 0.0 -1.89612007609779 1.0671118093583771 -0.6411706960735924 -4.187632575410417 -0.14805220000000002 -0.15737256 0.27773795 0.31798708 0.10773307 0.08262277 -1.2636918 -1.3290857 0.036348383106638515 -0.05726037996460419 0.5959998881842781 0.5711578046110676 1.3286263387659598 1.2350722592333367 -1.1548506797671136 -1.1137567938685236
32 31 400.0 0.0 7626.0 31.0 50.0 1550.0 0.1 -5.0 -5.0 1.0 -1.1852243974108685 1.0716203691741966 0.0 -3.892628165907276 -0.18466084 -0.2160326 0.32196367 0.26041555 0.08791536 0.026945268999999997 -1.2064028999999998 -1.2782738 0.04859018987853085 -0.09242587860563764 0.5428142257931164 0.5828108708024793 1.2201469625997623 1.1885081212599584 -0.9913504469598621 -1.1522813714848863
33 32 440.0 0.0 7872.0 32.0 50.0 1600.0 0.1 -9.0 -8.0 -9.0 -8.0 1.0 -1.8377865098752253 1.8714329915833543 0.0 -6.287972949106911 -0.21156988 -0.28619424 0.34447649999999996 0.38703203 0.081073806 0.06853334 -1.3557142 -1.4088626 0.056625771856436885 -0.079584058940142 0.5519089119796298 0.6400296090181359 1.2674420901630226 1.2675477095935646 -0.9983152529359643 -1.3008078536917294
34 33 480.0 0.0 8118.0 33.0 50.0 1650.0 0.1 -9.0 -9.0 1.0 -1.6360653028316328 1.7263021949340849 0.0 -7.51421907874323 -0.37178406 -0.40958449999999996 0.4327107 0.47035889999999997 -0.08817409 -0.023008417000000003 -1.5141906 -1.5462278999999999 -0.1754922143048364 -0.1698641181887118 0.5447676218113244 0.5187547422849117 1.0643172748924041 0.9864026867582514 -1.370976975153857 -1.3699620272626216
35 34 520.0 0.0 8364.0 34.0 50.0 1700.0 0.1 -8.0 -8.0 1.0 -1.1621490436748003 1.6190531244046904 0.0 -6.977398935025714 -0.38497138 -0.49287713 0.33896407 0.34029537 -0.057881176 -0.22891647 -1.3663832 -1.4255267 0.056117752253141785 0.06466749412351623 0.4882930679021154 0.4946305062568048 1.2743613517964103 1.1800031460011224 -1.222909940488798 -1.1760998056463592
36 35 560.0 0.0 8610.0 35.0 50.0 1750.0 0.1 -5.0 -3.0 -5.0 -3.0 0.0 -1.1941388834223785 0.9104865931654268 0.0 -2.5458983534388184 -0.16959624 -0.20733379 0.28667358 0.31178555 0.081009254 0.041856095 -0.9562375 -1.2631887 -0.04527041031998332 0.027871789497810568 0.5343611935553252 0.4961363416213368 1.0625102558852273 1.0487965523808356 -1.1470136528691592 -1.134310733011473
37 36 600.0 0.0 8856.0 36.0 50.0 1800.0 0.1 -6.0 -8.0 -6.0 -8.0 1.0 -3.2136058421854954 1.4803841789769068 0.0 -5.1102026527072315 -0.34175643 -0.42075920000000006 0.31717125 0.31487027 -0.016218761 -0.08051130000000001 -1.2953563999999997 -1.3481264 -0.008277660708004161 0.07942097502801054 0.5610107198044078 0.6147531787955549 1.2756654929003477 1.331872970946765 -1.2355330004029759 -1.3120616688066016
38 37 640.0 0.0 9102.0 37.0 50.0 1850.0 0.1 -15.0 -13.0 -15.0 -13.0 1.0 -1.6820970737450975 3.2961922174973863 0.0 -11.548880536994796 -0.45257159999999996 -0.5089166 0.5278461 0.5208885 -0.01445999 -0.08366441 -1.486245 -1.4901327 -0.04403492700697919 0.028832679160003826 0.5320476912101871 0.5262134231621804 1.1980312358754541 1.1711272603423548 -1.2478175801963436 -1.2438978595466244
39 38 680.0 0.0 9348.0 38.0 50.0 1900.0 0.1 -8.0 -8.0 1.0 -1.6472866752609254 1.1289639686221733 -0.8742859851575978 -6.482360535448033 -0.32079345 -0.43408474 0.43125895 0.43373495 -0.03217832 -0.07946025 -1.467122 -1.5906476 -0.037645914058111886 -0.04513218789596976 0.5011840188959227 0.5182706325034306 1.3869878210535596 1.3843268908968518 -1.2564681666707989 -1.2574258941030498
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