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,Q/Mean,Q/Stdev,Q/Max,Q/Min 1,0.0,1.0,486.0,486.0,486.0,486.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,, 2,0.0,1.0,573.0,573.0,87.0,573.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,, 3,0.0,1.0,722.0,722.0,149.0,722.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,, 4,0.0,1.0,1057.0,1057.0,335.0,1057.0,1.0,,,0.0,,,,,,,,,,,,,,,,,,, 5,51.0,0.0,1260.0,1260.0,203.0,1260.0,0.999817300000006,3.0,30.0,0.0,,,,0.009654946979186634,0.013951627370580843,0.04929021373391152,0.0001001853379420936,0.00010000000000000002,1.3552527156068802e-20,0.0001,0.0001,0.042711925,0.038432162,0.14662997,0.008449959,,,, 6,116.0,0.0,1519.0,1519.0,259.0,1519.0,0.9995842000000136,3.0,30.0,0.0,,,,0.009395824597763398,0.010559114500164793,0.04425281286239624,0.0001856916933320463,0.00010000000000000002,1.3552527156068802e-20,0.0001,0.0001,0.046624955,0.030083885,0.14953406,0.013629041000000001,,,, 7,154.0,0.0,1673.0,1673.0,154.0,1673.0,0.9994456000000184,0.0,0.0,0.0,,,,0.006763404418483046,0.007932211375540843,0.02884973213076592,0.00011230179370613767,9.999999999999998e-05,2.7105054312137605e-20,0.0001,0.0001,0.03772134,0.024497243,0.086253904,0.008246866,,,, 8,188.0,0.0,1809.0,1809.0,136.0,1809.0,0.9993232000000224,0.0,0.0,0.0,,,,0.00579419282696429,0.009409663949944837,0.03068150021135807,0.00011524958244990556,0.0001,1.3552527156068802e-20,0.0001,0.0001,0.033371154,0.03126849,0.13397211,0.010591073000000001,,,, 9,218.0,0.0,1927.0,1927.0,118.0,1927.0,0.9992170000000258,4.0,50.0,0.0,,,,0.005470155894242149,0.008703123279081676,0.02919070795178413,7.498881313949823e-05,9.999999999999998e-05,2.7105054312137605e-20,0.0001,0.0001,0.03059395,0.028292075,0.10207387,0.006532367,,,, 10,239.0,0.0,2013.0,2013.0,86.0,2013.0,0.9991396000000284,1.0,25.0,0.0,,,,0.007070470374726158,0.01125100662056102,0.04263514280319214,9.615141607355326e-05,0.0001,1.3552527156068802e-20,0.0001,0.0001,0.038667627,0.033031862,0.13103388,0.009553337,,,, 11,285.0,0.0,2197.0,2197.0,184.0,2197.0,0.9989740000000338,5.0,75.0,0.0,,,,0.004922990176767243,0.009157177817938416,0.0440991148352623,5.839417281094938e-05,0.00010000000000000003,2.7105054312137605e-20,0.0001,0.0001,0.02870986,0.029140014,0.12825716,0.005925636999999999,,,, 12,309.0,0.0,2293.0,2293.0,96.0,2293.0,0.9988876000000366,2.0,15.0,0.0,,,,0.004973496080917054,0.007834190985915203,0.027832549065351486,0.00011880028614541516,0.0001,0.0,0.0001,0.0001,0.029258594,0.024372704,0.0919232,0.009084637,,,, 13,353.0,0.0,2467.0,2467.0,174.0,2467.0,0.9987310000000418,2.0,35.0,0.0,,,,0.0045068665432071685,0.007321273060575792,0.02869480662047863,6.573591963388026e-05,0.00010000000000000003,2.7105054312137605e-20,0.0001,0.0001,0.027796077000000002,0.025970899,0.09446095,0.0046847034,,,, 14,400.0,0.0,2658.0,2658.0,191.0,2658.0,0.9985591000000474,1.0,25.0,0.0,,,,0.00977239356019554,0.010343679461906952,0.030321182683110237,0.00018286058912053704,0.00010000000000000003,4.0657581468206416e-20,0.0001,0.0001,0.048518963,0.02922272,0.11681272,0.009786125,0.050078813,0.025057722,0.08571987,0.020499324 15,420.0,0.0,2737.0,2737.0,79.0,2737.0,0.9984880000000498,3.0,30.0,0.0,,,,0.008876862422766862,0.009404707731271193,0.028901334851980213,0.00018610457482282072,0.0001,0.0,0.0001,0.0001,0.04794182599999999,0.029056482,0.12552716,0.015941316,,,, 16,441.0,0.0,2822.0,2822.0,85.0,2822.0,0.9984115000000524,1.0,20.0,0.0,,,,0.011170348666685944,0.009764524297967085,0.030193831771612167,0.0002611538511700928,0.0001,1.3552527156068802e-20,0.0001,0.0001,0.05474482,0.031951982999999996,0.13531010000000002,0.01605481,,,, 17,529.0,0.0,3174.0,3174.0,352.0,3174.0,0.9980947000000628,6.0,105.0,0.0,,,,0.008561450651871961,0.010388056521305884,0.04236683994531632,0.00017452481552027166,0.00010000000000000003,2.7105054312137605e-20,0.0001,0.0001,0.044565108,0.029229562999999997,0.12811051,0.012664802,,,, 18,618.0,0.0,3527.0,3527.0,353.0,3527.0,0.9977770000000732,4.0,80.0,0.0,,,,0.007443786804798762,0.010177603763426246,0.04463248327374458,6.0651469539152465e-05,0.00010000000000000002,1.3552527156068802e-20,0.0001,0.0001,0.03917629,0.02873507,0.13048278,0.0059215119999999994,0.026613249,0.008946453,0.04138826,0.013779217 19,638.0,0.0,3610.0,3610.0,83.0,3610.0,0.9977023000000756,1.0,10.0,0.0,,,,0.00947287489034352,0.009120686342052368,0.02835406921803952,0.00023163050354924053,0.0001,0.0,0.0001,0.0001,0.04728116,0.025211213,0.08812934,0.015696856999999998,,,, 20,674.0,0.0,3754.0,3754.0,144.0,3754.0,0.99757270000008,0.0,0.0,0.0,,,,0.006512744492485783,0.01084231610224011,0.054297078400850296,0.00013670953921973703,0.0001,1.3552527156068802e-20,0.0001,0.0001,0.039536193,0.03681436,0.19717765,0.009255781999999999,0.029463767999999998,0.013992969,0.055506807000000005,0.011549842 21,703.0,0.0,3869.0,3869.0,115.0,3869.0,0.9974692000000832,4.0,55.0,0.0,,,,0.007595785371638064,0.01278862092663838,0.0568322204053402,0.00016743995365686717,9.999999999999998e-05,2.7105054312137605e-20,0.0001,0.0001,0.038325354,0.03308432,0.14259322,0.008637958000000001,,,, 22,724.0,0.0,3953.0,3953.0,84.0,3953.0,0.9973936000000858,2.0,50.0,0.0,,,,0.0057669557267910855,0.009239934908058463,0.02947502583265305,0.00018409341282676905,0.0001,1.3552527156068802e-20,0.0001,0.0001,0.03457182,0.026093084,0.09026415,0.0123431515,,,, 23,784.0,0.0,4192.0,4192.0,239.0,4192.0,0.9971785000000928,5.0,75.0,0.0,,,,0.00809967934183078,0.01036380041696798,0.041483376175165176,0.00016024033538997173,0.00010000000000000003,2.7105054312137605e-20,0.0001,0.0001,0.04329346,0.031746197000000004,0.14067882,0.009837331999999999,,,, 24,831.0,0.0,4380.0,4380.0,188.0,4380.0,0.9970093000000984,0.0,0.0,0.0,,,,0.006891696457813018,0.007546929211673221,0.029366210103034977,0.0002085421874653548,0.00010000000000000003,4.0657581468206416e-20,0.0001,0.0001,0.040272716,0.023695845,0.08822828,0.010775305,,,, 25,906.0,0.0,4681.0,4681.0,301.0,4681.0,0.9967384000001074,7.0,80.0,0.0,,,,0.007030442795269968,0.008971783795469862,0.029756365343928337,9.572327689966188e-05,0.00010000000000000003,2.7105054312137605e-20,0.0001,0.0001,0.040413715,0.029355139,0.10548375,0.0072385157,0.041193675,0.02736831,0.07621856,0.00037608482000000003 26,959.0,0.0,4893.0,4893.0,212.0,4893.0,0.9965476000001136,3.0,30.0,0.0,,,,0.007057454745765151,0.009452664953293057,0.030209349468350414,0.00010792172543006018,0.00010000000000000003,2.7105054312137605e-20,0.0001,0.0001,0.039197296,0.027908783,0.104838766,0.008230781,,,, 27,1048.0,0.0,5247.0,5247.0,354.0,5247.0,0.9962290000001242,5.0,75.0,0.0,,,,0.008188762073535891,0.009436714275711092,0.04216104745864868,0.00015023039304651317,0.00010000000000000002,1.3552527156068802e-20,0.0001,0.0001,0.044641394,0.028307599999999995,0.12660655,0.00902969,,,, 28,1083.0,0.0,5387.0,5387.0,140.0,5387.0,0.9961030000001284,1.0,20.0,0.0,,,,0.004326820851253745,0.0064877273362216065,0.015882819890975952,0.00010518966882955284,0.0001,1.3552527156068802e-20,0.0001,0.0001,0.027057504,0.023942256000000002,0.07126255,0.006638075699999999,,,, 29,1131.0,0.0,5581.0,5581.0,194.0,5581.0,0.9959284000001339,4.0,60.0,0.0,,,,0.008834963679722327,0.008607911806343238,0.03031262755393982,0.000106745348602999,0.0001,0.0,0.0001,0.0001,0.045785952000000005,0.027331235,0.11430588,0.0062478506,,,, 30,1236.0,0.0,6002.0,6002.0,421.0,6002.0,0.9955495000001464,8.0,125.0,0.0,,,,0.006107945965985503,0.007809515316612659,0.03002355806529522,0.00015217895270325243,0.00010000000000000002,1.3552527156068802e-20,0.0001,0.0001,0.035095777,0.025743425,0.101090685,0.008217704499999999,,,,