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,,,,,,,,,,,,,,,,,,, 5,51.0,0.0,1260.0,1260.0,203.0,1260.0,0.9997990300000044,5.0,55.0,0.0,,,,0.011159177685519406,0.014670889632016437,0.05586982890963554,0.00014776474563404918,0.00010000000000000002,1.3552527156068802e-20,0.0001,0.0001,0.06980593,0.04550845,0.23672238,0.012701003,,,, 6,70.0,0.0,1335.0,1335.0,75.0,1335.0,0.999724780000006,2.0,15.0,0.0,,,,0.011363721369937258,0.01113743869358625,0.02980226650834084,0.00037189509021118283,0.0001,0.0,0.0001,0.0001,0.061391924,0.02929353,0.110355645,0.014809295,,,, 7,91.0,0.0,1422.0,1422.0,87.0,1422.0,0.9996386500000078,1.0,15.0,0.0,,,,0.011624419426966813,0.013655546794886331,0.04332234337925911,0.0002809247234836221,0.0001,1.3552527156068802e-20,0.0001,0.0001,0.065822564,0.03866646,0.16192491,0.021505926,,,, 8,159.0,0.0,1693.0,1693.0,271.0,1693.0,0.9993703600000136,5.0,55.0,0.0,,,,0.008774163406046885,0.01056874345135505,0.042830634862184525,0.0001717623672448099,0.00010000000000000003,2.7105054312137605e-20,0.0001,0.0001,0.05377827,0.032895934,0.16196515,0.00941183,,,, 9,201.0,0.0,1861.0,1861.0,168.0,1861.0,0.9992040400000172,3.0,50.0,0.0,,,,0.005785983745660079,0.00916921106544553,0.04197276383638382,0.00021147351071704182,0.00010000000000000002,1.3552527156068802e-20,0.0001,0.0001,0.04083436,0.028236978,0.14960715,0.012452139499999999,,,, 10,279.0,0.0,2172.0,2172.0,311.0,2172.0,0.998896150000024,4.0,65.0,0.0,,,,0.009643888652461987,0.012217253908083524,0.056894369423389435,0.00016667474119458348,0.00010000000000000003,4.0657581468206416e-20,0.0001,0.0001,0.0560394,0.039682023,0.1913731,0.008496345,,,, 11,440.0,0.0,2815.0,2815.0,643.0,2815.0,0.9982595800000378,10.0,335.0,0.0,,,,0.00861433394022231,0.010348496102126023,0.04432229697704315,0.0001522430102340877,0.00010000000000000002,1.3552527156068802e-20,0.0001,0.0001,0.05220816,0.03156275,0.16941099999999998,0.009055335999999999,0.023975812000000003,0.012025122,0.040999293,0.0039341394 12,458.0,0.0,2888.0,2888.0,73.0,2888.0,0.9981873100000394,2.0,45.0,0.0,,,,0.009530787179957971,0.010701133845478595,0.03999783843755722,0.00031216014758683736,0.0001,0.0,0.0001,0.0001,0.062311728,0.026771976,0.14921491,0.02184285,,,, 13,478.0,0.0,2969.0,2969.0,81.0,2969.0,0.9981071200000412,0.0,0.0,0.0,,,,0.006778308925277089,0.00818221383451154,0.02816874161362648,0.0002485926379449665,0.0001,0.0,0.0001,0.0001,0.044908725,0.026523566000000002,0.117372274,0.016029207,-0.012888752,0.011372567,-0.0004688017,-0.031455092000000004 14,532.0,0.0,3183.0,3183.0,214.0,3183.0,0.9978952600000456,4.0,50.0,0.0,,,,0.0069169835669863795,0.009669208516406907,0.030461043119430545,0.0002085747983073816,0.00010000000000000003,2.7105054312137605e-20,0.0001,0.0001,0.047045134,0.03206875,0.123922676,0.010909475,,,, 15,551.0,0.0,3262.0,3262.0,79.0,3262.0,0.9978170500000474,2.0,15.0,0.0,,,,0.008465479291963243,0.01222064269286522,0.04136095941066742,0.00024427170865237713,0.0001,0.0,0.0001,0.0001,0.051463115999999996,0.036649507000000005,0.14754368,0.013367546000000001,,,, 16,626.0,0.0,3560.0,3560.0,298.0,3560.0,0.9975220300000538,6.0,145.0,0.0,,,,0.00915405042571758,0.00990793648084188,0.038579311221838,0.0002719838812481612,0.00010000000000000003,2.7105054312137605e-20,0.0001,0.0001,0.055197,0.029597567,0.14903925,0.010181868,-0.011365135,0.013168923,0.013799908,-0.025668386 17,916.0,0.0,4719.0,4719.0,1159.0,4719.0,0.9963746200000788,22.0,340.0,0.0,,,,0.00762058505652962,0.009529140287309196,0.04469184204936028,0.00013019611651543528,0.00010000000000000002,1.3552527156068802e-20,0.0001,0.0001,0.049977854,0.031034742999999997,0.15861663,0.008030025,0.016384887,0.018671772,0.056820348,-0.0064531965 18,943.0,0.0,4830.0,4830.0,111.0,4830.0,0.9962647300000812,3.0,45.0,0.0,,,,0.009809370868390907,0.011517441918305206,0.04567621275782585,0.0002561989240348339,0.0001,1.3552527156068802e-20,0.0001,0.0001,0.058472212,0.027904749,0.13957499,0.021250565,,,, 19,1006.0,0.0,5081.0,5081.0,251.0,5081.0,0.9960162400000864,0.0,0.0,0.0,,,,0.011435095637646171,0.011009362492248348,0.04369494318962097,0.0002374518953729421,0.00010000000000000003,2.7105054312137605e-20,0.0001,0.0001,0.06413252,0.03206017,0.17680877,0.015071165,,,, 20,1062.0,0.0,5304.0,5304.0,223.0,5304.0,0.9957954700000912,6.0,105.0,0.0,,,,0.008425145343997948,0.010476737255273365,0.04278689250349999,0.0002318604965694249,0.00010000000000000002,1.3552527156068802e-20,0.0001,0.0001,0.05528172,0.033389688,0.16662869,0.013080816,0.02990371,0.01963076,0.059646500000000005,0.005463021 21,1081.0,0.0,5379.0,5379.0,75.0,5379.0,0.9957212200000928,2.0,15.0,0.0,,,,0.007715215652225245,0.010669677149893777,0.03837666660547257,0.00035348522942513233,0.0001,0.0,0.0001,0.0001,0.055993587000000004,0.030775022000000003,0.13761143,0.023046900000000002,,,, 22,1125.0,0.0,5556.0,5556.0,177.0,5556.0,0.9955459900000968,2.0,35.0,0.0,,,,0.007088124197418272,0.007553918383053855,0.02735380455851555,0.00016635317297186702,0.00010000000000000003,2.7105054312137605e-20,0.0001,0.0001,0.046250745999999995,0.027780753,0.12917177,0.009924813000000001,,,, 23,1169.0,0.0,5733.0,5733.0,177.0,5733.0,0.9953707600001004,3.0,30.0,0.0,,,,0.007776185804686975,0.009135069977912141,0.03013703227043152,0.0002250532270409167,0.00010000000000000003,2.7105054312137605e-20,0.0001,0.0001,0.051641665,0.030256712999999998,0.13535246,0.012026708,,,, 24,1190.0,0.0,5815.0,5815.0,82.0,5815.0,0.9952895800001024,1.0,5.0,0.0,,,,0.011108649816984931,0.010548835692936798,0.042301006615161896,0.00035882263910025364,0.0001,1.3552527156068802e-20,0.0001,0.0001,0.06612081,0.03200974,0.15909933,0.027230294,,,, 25,1212.0,0.0,5904.0,5904.0,89.0,5904.0,0.9952014700001042,1.0,10.0,0.0,,,,0.004195408909502227,0.007376560022200305,0.025709044188261032,0.00019116624025627968,0.0001,1.3552527156068802e-20,0.0001,0.0001,0.03334951,0.028961857999999997,0.10913753,0.008333857,,,,