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
1,0.0,1.0,24.0,24.0,24.0,24.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
2,0.0,1.0,43.0,43.0,19.0,43.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
3,0.0,1.0,67.0,67.0,24.0,67.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
4,0.0,1.0,119.0,119.0,52.0,119.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
5,0.0,1.0,143.0,143.0,24.0,143.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
6,0.0,1.0,167.0,167.0,24.0,167.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
7,0.0,1.0,191.0,191.0,24.0,191.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
8,0.0,1.0,215.0,215.0,24.0,215.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
9,0.0,1.0,239.0,239.0,24.0,239.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
10,0.0,1.0,258.0,258.0,19.0,258.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
11,0.0,1.0,282.0,282.0,24.0,282.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
12,0.0,1.0,306.0,306.0,24.0,306.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
13,0.0,1.0,330.0,330.0,24.0,330.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
14,0.0,1.0,354.0,354.0,24.0,354.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
15,0.0,1.0,378.0,378.0,24.0,378.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
16,0.0,1.0,402.0,402.0,24.0,402.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
17,0.0,1.0,454.0,454.0,52.0,454.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
18,0.0,1.0,478.0,478.0,24.0,478.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
19,0.0,1.0,532.0,532.0,54.0,532.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.5092956741521227,0.4267174441531693,1.0,0.0,,,,
20,0.0,1.0,556.0,556.0,24.0,556.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
21,0.0,1.0,572.0,572.0,16.0,572.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
22,0.0,1.0,587.0,587.0,15.0,587.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
23,0.0,1.0,639.0,639.0,52.0,639.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
24,0.0,1.0,720.0,720.0,81.0,720.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.6168588624737614,0.5497029064357096,1.6757290490602832,0.0,,,,
25,0.0,1.0,744.0,744.0,24.0,744.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
26,0.0,1.0,749.0,749.0,5.0,749.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
27,0.0,1.0,773.0,773.0,24.0,773.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
28,0.0,1.0,775.0,775.0,2.0,775.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
29,0.0,1.0,799.0,799.0,24.0,799.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
30,0.0,1.0,823.0,823.0,24.0,823.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
31,0.0,1.0,875.0,875.0,52.0,875.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
32,0.0,1.0,890.0,890.0,15.0,890.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
33,0.0,1.0,914.0,914.0,24.0,914.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
34,0.0,1.0,938.0,938.0,24.0,938.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
35,0.0,1.0,952.0,952.0,14.0,952.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
36,0.0,1.0,976.0,976.0,24.0,976.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,
37,0.0,1.0,1028.0,1028.0,52.0,1028.0,1.0,,,0.0,,,,,,,,,,,,,,,,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
38,6.0,0.0,1052.0,1052.0,24.0,1052.0,0.9999762400000004,0.0,0.0,0.0,,,,0.0014101190705938884,0.0013652585036602876,0.0038064736872911453,0.0001313969842158258,6.25e-05,0.0,6.25e-05,6.25e-05,0.043947812,0.06449579400000001,0.18786922,0.009962377,0.0,0.0,0.0,0.0,,,,
39,12.0,0.0,1076.0,1076.0,24.0,1076.0,0.999952480000001,0.0,0.0,0.0,,,,0.0006799646107538138,0.0014234660950108106,0.003862908575683832,3.7235098716337234e-05,6.25e-05,0.0,6.25e-05,6.25e-05,0.0074040364,0.006732588,0.02245671,0.004240946,0.0,0.0,0.0,0.0,,,,
40,18.0,0.0,1100.0,1100.0,24.0,1100.0,0.9999287200000015,0.0,0.0,0.0,,,,0.00022465979463959235,0.00045131905583005926,0.0012337039224803448,1.2084706213499885e-05,6.25e-05,0.0,6.25e-05,6.25e-05,0.0039788116999999994,0.0026191222,0.009679331999999999,0.0018857312,0.0,0.0,0.0,0.0,,,,
41,36.0,0.0,1170.0,1170.0,70.0,1170.0,0.9998594200000029,1.0,1.0,0.0,,,,0.0006181355912783853,0.0008443961185483972,0.00270595052279532,3.706938286995865e-06,6.25e-05,0.0,6.25e-05,6.25e-05,0.00529157,0.00529957,0.015707389,0.0009009957400000001,0.4632442156281665,0.4189166060043126,1.0,0.0,,,,
42,42.0,0.0,1194.0,1194.0,24.0,1194.0,0.9998356600000036,0.0,0.0,0.0,,,,0.0010467942211107584,0.0009166722528598523,0.0026882148813456297,9.933040928444823e-06,6.25e-05,0.0,6.25e-05,6.25e-05,0.007637184,0.004175348,0.013539883999999999,0.0016667522,0.0,0.0,0.0,0.0,,,,
43,48.0,0.0,1218.0,1218.0,24.0,1218.0,0.999811900000004,0.0,0.0,0.0,,,,0.002043198966930504,0.002234117352130976,0.006547420285642147,2.1847883544978686e-05,6.25e-05,0.0,6.25e-05,6.25e-05,0.011031807,0.008096244,0.027401326,0.0028382209999999997,0.0,0.0,0.0,0.0,,,,
44,54.0,0.0,1242.0,1242.0,24.0,1242.0,0.9997881400000046,0.0,0.0,0.0,,,,0.0031626577450272943,0.0009798382823215037,0.005030457861721516,0.001685476046986878,6.25e-05,0.0,6.25e-05,6.25e-05,0.016626528,0.0052483566,0.025813304,0.010987028999999999,0.0,0.0,0.0,0.0,,,,
45,60.0,0.0,1266.0,1266.0,24.0,1266.0,0.9997643800000052,0.0,0.0,0.0,,,,0.004579354485031217,0.0018678074257753013,0.007644201163202523,0.0016400822205469012,6.25e-05,0.0,6.25e-05,6.25e-05,0.019188879,0.006596648,0.028883625,0.012491476999999999,0.0,0.0,0.0,0.0,,,,
46,84.0,0.0,1364.0,1364.0,98.0,1364.0,0.9996673600000072,2.0,2.0,0.0,,,,0.002560446707017642,0.0015503885052156558,0.005595967173576355,0.00026892326422967017,6.25e-05,0.0,6.25e-05,6.25e-05,0.015344129,0.0058454024,0.026392423999999998,0.0064336737,0.6233812903884846,0.5116302936907763,1.5989560064661612,0.0,,,,
47,90.0,0.0,1388.0,1388.0,24.0,1388.0,0.9996436000000076,0.0,0.0,0.0,,,,0.001463015127228573,0.0006801262172903637,0.0025135541800409555,0.0001992874895222485,6.25e-05,0.0,6.25e-05,6.25e-05,0.012275756,0.0029972584,0.01749657,0.008565749000000001,0.0,0.0,0.0,0.0,,,,
48,96.0,0.0,1412.0,1412.0,24.0,1412.0,0.9996198400000084,0.0,0.0,0.0,,,,0.0024189490844340376,0.001364127946551619,0.004270772449672222,0.0005119344568811356,6.25e-05,0.0,6.25e-05,6.25e-05,0.015138301000000002,0.0040428936,0.021388558999999998,0.009122398,0.0,0.0,0.0,0.0,,,,
49,102.0,0.0,1436.0,1436.0,24.0,1436.0,0.9995960800000088,0.0,0.0,0.0,,,,0.002038196141559941,0.0014095269353524575,0.003925932571291924,0.00012312893522903326,6.25e-05,0.0,6.25e-05,6.25e-05,0.010598246,0.0031639071999999997,0.017645646,0.008853881,0.0,0.0,0.0,0.0,,,,
50,108.0,0.0,1460.0,1460.0,24.0,1460.0,0.9995723200000092,0.0,0.0,0.0,,,,0.0022404052724596113,0.0015179778002206352,0.005056614987552166,0.00010026519885286689,6.25e-05,0.0,6.25e-05,6.25e-05,0.010246726999999999,0.0035644402000000004,0.016971925,0.00640141,0.0,0.0,0.0,0.0,,,,
51,114.0,0.0,1484.0,1484.0,24.0,1484.0,0.9995485600000098,0.0,0.0,0.0,,,,0.004078670133215685,0.001122608844337694,0.005861894227564335,0.002658713376149535,6.25e-05,0.0,6.25e-05,6.25e-05,0.015447833000000001,0.004284978,0.0211462,0.008093611,0.0,0.0,0.0,0.0,,,,
52,120.0,0.0,1508.0,1508.0,24.0,1508.0,0.9995248000000104,0.0,0.0,0.0,,,,0.0017498004890512675,0.0007027989306137865,0.0027364236302673817,0.0005787715199403465,6.25e-05,0.0,6.25e-05,6.25e-05,0.012921263,0.0016788469,0.016305906999999998,0.011540241000000001,0.0,0.0,0.0,0.0,,,,
53,126.0,0.0,1532.0,1532.0,24.0,1532.0,0.9995010400000108,0.0,0.0,0.0,,,,0.002515901229344309,0.0007821592728180655,0.003616094822064042,0.0015805372968316078,6.25e-05,0.0,6.25e-05,6.25e-05,0.010544187,0.0034824485999999997,0.017399987,0.005820512,0.0,0.0,0.0,0.0,,,,
54,132.0,0.0,1556.0,1556.0,24.0,1556.0,0.9994772800000112,0.0,0.0,0.0,,,,0.0016550677294920508,0.0009800665759485292,0.002586206421256065,0.00034001184394583106,6.25e-05,0.0,6.25e-05,6.25e-05,0.012296501000000001,0.002501139,0.015137693,0.0072803830000000005,0.0,0.0,0.0,0.0,,,,
55,138.0,0.0,1580.0,1580.0,24.0,1580.0,0.999453520000012,0.0,0.0,0.0,,,,0.002115352991192291,0.0007146169248392202,0.0033051280770450826,0.0014306181110441685,6.25e-05,0.0,6.25e-05,6.25e-05,0.010710505,0.0028544266,0.014273376,0.00643903,0.0,0.0,0.0,0.0,,,,
56,144.0,0.0,1604.0,1604.0,24.0,1604.0,0.9994297600000124,0.0,0.0,0.0,,,,0.0014723710119142195,0.001153658604170192,0.0029496278148144484,4.646900197258219e-05,6.25e-05,0.0,6.25e-05,6.25e-05,0.009757583,0.0051194713,0.015670277,0.0022541618,0.0,0.0,0.0,0.0,,,,
57,150.0,0.0,1628.0,1628.0,24.0,1628.0,0.9994060000000128,0.0,0.0,0.0,,,,0.001003549976303475,0.001315058161175043,0.002945680171251297,4.312549572205171e-05,6.25e-05,0.0,6.25e-05,6.25e-05,0.00845118,0.0053270146999999995,0.016052514,0.0038522690999999998,0.0,0.0,0.0,0.0,,,,
58,156.0,0.0,1652.0,1652.0,24.0,1652.0,0.9993822400000134,0.0,0.0,0.0,,,,0.0013142405975183162,0.0005359777859939764,0.001621150877326727,0.00011863997497130183,6.25e-05,0.0,6.25e-05,6.25e-05,0.0111164795,0.0019546717,0.012912971,0.006995792,0.0,0.0,0.0,0.0,,,,
59,160.0,0.0,1666.0,1666.0,14.0,1666.0,0.9993683800000136,0.0,0.0,0.0,,,,0.0019478222020552491,0.0011928146077437626,0.0030386298894882198,0.00015897737466730175,6.25e-05,0.0,6.25e-05,6.25e-05,0.012713936,0.0059141177,0.019082485,0.0037770143,0.0,0.0,0.0,0.0,,,,
60,166.0,0.0,1690.0,1690.0,24.0,1690.0,0.9993446200000142,0.0,0.0,0.0,,,,0.002163798916929712,0.0009932993284756742,0.0034607716370373964,0.0004914746386930346,6.25e-05,0.0,6.25e-05,6.25e-05,0.012820795,0.0031611193,0.0177455,0.007020925999999999,0.0,0.0,0.0,0.0,,,,
61,172.0,0.0,1714.0,1714.0,24.0,1714.0,0.9993208600000149,0.0,0.0,0.0,,,,0.0017628923621183887,0.0010608605305751867,0.0036267372779548173,0.0005655158311128616,6.25e-05,0.0,6.25e-05,6.25e-05,0.015476239,0.0030372194,0.020015968000000002,0.009849855,0.0,0.0,0.0,0.0,,,,
62,178.0,0.0,1738.0,1738.0,24.0,1738.0,0.9992971000000151,0.0,0.0,0.0,,,,0.002617135275310526,0.0013828476111959046,0.0055097127333283424,0.001493385061621666,6.25e-05,0.0,6.25e-05,6.25e-05,0.012446973,0.002714119,0.01600162,0.0077000554,0.0,0.0,0.0,0.0,,,,
63,195.0,0.0,1808.0,1808.0,70.0,1808.0,0.9992278000000168,1.0,1.0,0.0,,,,0.002011587715113659,0.0013240257961453922,0.005141387227922678,2.3138683900469914e-05,6.25e-05,0.0,6.25e-05,6.25e-05,0.009411889,0.0027213309999999996,0.01469554,0.0031362956,0.4632442156281665,0.4189166060043126,1.0,0.0,,,,
64,204.0,0.0,1844.0,1844.0,36.0,1844.0,0.9991921600000176,1.0,1.0,0.0,,,,0.0020358126663874523,0.001977796148323982,0.005685902666300535,2.754709203145467e-05,6.25e-05,0.0,6.25e-05,6.25e-05,0.010648746,0.007580454499999999,0.028420024,0.003621048,0.3887267926630874,0.4606901993142513,1.0,0.0,,,,
65,210.0,0.0,1868.0,1868.0,24.0,1868.0,0.9991684000000178,0.0,0.0,0.0,,,,0.0014422061876757652,0.0011634658905109365,0.0029842513613402843,2.3130898625822734e-05,6.25e-05,0.0,6.25e-05,6.25e-05,0.008309575999999999,0.0041423184,0.013801378000000001,0.0031516207,0.0,0.0,0.0,0.0,,,,
66,216.0,0.0,1892.0,1892.0,24.0,1892.0,0.9991446400000186,0.0,0.0,0.0,,,,0.0021084161423156425,0.0013240381882516387,0.004126656800508499,2.314831726835109e-05,6.25e-05,0.0,6.25e-05,6.25e-05,0.011581668,0.0058446233,0.020218292,0.0032106345,0.0,0.0,0.0,0.0,,,,
67,229.0,0.0,1944.0,1944.0,52.0,1944.0,0.9990931600000196,1.0,1.0,0.0,,,,0.002074347419413523,0.0009581503439665373,0.004225165117532015,0.0005434767226688564,6.250000000000003e-05,2.7105054312137605e-20,6.25e-05,6.25e-05,0.013898536000000001,0.0033379388,0.021015272,0.009251231,0.5148012122030814,0.42792094166684,1.0,0.0,,,,
68,235.0,0.0,1968.0,1968.0,24.0,1968.0,0.9990694000000202,0.0,0.0,0.0,,,,0.0022474165404370674,0.0016644982749807991,0.005667565390467644,0.0004864956135861576,6.25e-05,0.0,6.25e-05,6.25e-05,0.013495984499999999,0.0017556542000000002,0.015809296,0.011564878,0.0,0.0,0.0,0.0,,,,
69,249.0,0.0,2022.0,2022.0,54.0,2022.0,0.9990159400000214,1.0,1.0,0.0,,,,0.0021096231420025496,0.001217706806254128,0.004269526340067387,0.0001819047320168465,6.250000000000003e-05,2.7105054312137605e-20,6.25e-05,6.25e-05,0.009867483,0.002854933,0.015158376999999999,0.0046697943,0.5092956741521227,0.4267174441531693,1.0,0.0,,,,
70,255.0,0.0,2046.0,2046.0,24.0,2046.0,0.998992180000022,0.0,0.0,0.0,,,,0.0011950959839547677,0.0012689481736852994,0.00368539453484118,0.00010218442184850574,6.25e-05,0.0,6.25e-05,6.25e-05,0.007832288,0.0038831797,0.012640583,0.0030623595,0.0,0.0,0.0,0.0,,,,
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