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 1,0.0,1.0,269.0,269.0,269.0,269.0,7.0,,,0.0,,,,,,,,,,,,,,,,,,, 2,0.0,1.0,531.0,531.0,262.0,531.0,8.0,,,0.0,,,,,,,,,,,,,,,,,,, 3,0.0,1.0,654.0,654.0,123.0,654.0,0.0,,,0.0,,,,,,,,,,,,,,,,,,, 4,0.0,1.0,1173.0,1173.0,519.0,1173.0,2.0,,,0.0,,,,,,,,,,,,,,,,,,, 5,100.0,0.0,1572.0,1572.0,399.0,1572.0,8.0,10.0,310.0,0.0,,,,0.006223844418564113,0.008294042663087463,0.03155895695090294,9.275647607864812e-05,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.005592896,0.0043458864,0.015006336,0.0010827626,,,, 6,160.0,0.0,1812.0,1812.0,240.0,1812.0,4.0,7.0,130.0,0.0,,,,0.008564803576276366,0.010985852447389552,0.04601012542843819,0.00010247386671835555,0.00025,0.0,0.00025,0.00025,0.0060127693999999995,0.005001401,0.020867711,0.0012939627,,,, 7,185.0,0.0,1914.0,1914.0,102.0,1914.0,8.0,2.0,15.0,0.0,,,,0.005707002155832015,0.009575807855094808,0.03112555481493473,0.00017016606580000368,0.00025,0.0,0.00025,0.00025,0.0047362293,0.004079403,0.014057411,0.0019318176000000002,,,, 8,229.0,0.0,2090.0,2090.0,176.0,2090.0,7.0,2.0,15.0,0.0,,,,0.00864216006702072,0.013155937701958298,0.061171818524599075,0.00018360336252953854,0.00025,0.0,0.00025,0.00025,0.0063004736,0.0053449036,0.02487476,0.0019890803,,,, 9,244.0,0.0,2149.0,2149.0,59.0,2149.0,5.0,2.0,15.0,0.0,,,,0.006669382058524727,0.0073984037571708594,0.015499015338718891,0.0002397242496954277,0.0002500000000000001,1.0842021724855042e-19,0.00025,0.00025,0.0056597376,0.0035718853999999996,0.0101093175,0.0022593176,,,, 10,267.0,0.0,2239.0,2239.0,90.0,2239.0,3.0,2.0,35.0,0.0,,,,0.0062163660673515714,0.008715943338641199,0.030871812254190445,0.00019301722932141277,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.0052448297,0.003933181500000001,0.013718200000000002,0.0018610907000000002,,,, 11,314.0,0.0,2430.0,2430.0,191.0,2430.0,8.0,3.0,30.0,0.0,,,,0.005064984451622722,0.009464219831212449,0.04566681012511253,0.00017265054339077324,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.0042512245,0.0038818533000000003,0.016594999,0.0016967895000000002,0.027018031,0.010441347,0.0474995,0.016540313 12,334.0,0.0,2508.0,2508.0,78.0,2508.0,0.0,2.0,45.0,0.0,,,,0.009793104943941887,0.011249256480204521,0.030716722831130024,0.0001681474968791008,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.006330653,0.0047096196,0.014098721000000002,0.0016581904999999999,,,, 13,378.0,0.0,2684.0,2684.0,176.0,2684.0,5.0,0.0,0.0,0.0,,,,0.01011617302819187,0.013193202268065932,0.04607892408967018,0.00014670072414446622,0.00025,0.0,0.00025,0.00025,0.0067802290000000005,0.005344481,0.022279864,0.0016253429999999998,0.027286835,0.0073864055,0.03329719,0.016612418 14,425.0,0.0,2872.0,2872.0,188.0,2872.0,0.0,0.0,0.0,0.0,,,,0.00757620267153896,0.010181129044846313,0.03055970929563045,0.00019950376008637252,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.005839123000000001,0.004426101,0.01861591,0.0021889664000000002,,,, 15,449.0,0.0,2967.0,2967.0,95.0,2967.0,6.0,3.0,30.0,0.0,,,,0.0070000348653896545,0.011226164764985254,0.04456117376685143,0.00021107358043082056,0.00025,0.0,0.00025,0.00025,0.005659159,0.0046324306,0.021839907000000002,0.0021402768,,,, 16,469.0,0.0,3049.0,3049.0,82.0,3049.0,3.0,0.0,0.0,0.0,,,,0.012940272329433357,0.009718707321816513,0.030684769153594967,0.0003000017604790628,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.008273507,0.0035852243,0.013593527,0.0028905305,,,, 17,533.0,0.0,3306.0,3306.0,257.0,3306.0,1.0,5.0,55.0,0.0,,,,0.007539691670444881,0.009121751516234046,0.03060857020318508,0.00022119178902357817,0.00025,0.0,0.00025,0.00025,0.00609803,0.0035867486,0.013320565,0.002192039,,,, 18,585.0,0.0,3511.0,3511.0,205.0,3511.0,7.0,0.0,0.0,0.0,,,,0.005838182990213253,0.007284520898622485,0.01573643647134304,0.00017755883163772523,0.00025,0.0,0.00025,0.00025,0.0050161253,0.0035143814,0.010200171999999999,0.0018448817,,,, 19,632.0,0.0,3701.0,3701.0,190.0,3701.0,5.0,2.0,25.0,0.0,,,,0.006030775471020767,0.008624205468393242,0.030819704756140712,0.00014619529247283936,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.0049460824,0.004009163499999999,0.014025801000000001,0.0014488354999999998,,,, 20,680.0,0.0,3891.0,3891.0,190.0,3891.0,4.0,0.0,0.0,0.0,,,,0.0062177468741235024,0.009185724365931972,0.030945468693971637,0.00016168373986147344,0.00025,0.0,0.00025,0.00025,0.0048525543,0.0041472296999999995,0.014570421,0.0015842235999999998,,,, 21,729.0,0.0,4090.0,4090.0,199.0,4090.0,9.0,4.0,50.0,0.0,,,,0.0066686894893717525,0.009633275859106637,0.03070710971951485,0.00016243076242972163,0.00025,0.0,0.00025,0.00025,0.005217642,0.0044929385,0.01947369,0.00170155,0.021158978,0.011703089,0.040702187,0.0043722745 22,804.0,0.0,4390.0,4390.0,300.0,4390.0,9.0,5.0,60.0,0.0,,,,0.007745159575574075,0.010264969595287615,0.0457281582057476,0.0001735425612423569,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.005858070999999999,0.004608556,0.02206757,0.0016346257,,,, 23,862.0,0.0,4619.0,4619.0,229.0,4619.0,6.0,3.0,30.0,0.0,,,,0.0073957111507249795,0.010238454419935428,0.045198917388916016,0.00018422666471451518,0.00025,0.0,0.00025,0.00025,0.005702048,0.0044779684,0.019911936,0.0017970852,,,, 24,882.0,0.0,4699.0,4699.0,80.0,4699.0,6.0,0.0,0.0,0.0,,,,0.007019620326900622,0.010097406329511898,0.030556553974747658,0.00021815481886733326,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.0058081313,0.0048652836,0.019417763,0.0023302154,,,, 25,945.0,0.0,4951.0,4951.0,252.0,4951.0,5.0,4.0,50.0,0.0,,,,0.005672615208563262,0.007662691003304536,0.02989559806883335,0.00017223272880073634,0.00025,0.0,0.00025,0.00025,0.004905078,0.0036695688,0.013604815,0.0018130213,0.031090358,0.004259917,0.037605517000000005,0.025178626000000003 26,995.0,0.0,5152.0,5152.0,201.0,5152.0,8.0,2.0,15.0,0.0,,,,0.006299167421530001,0.008046825175071413,0.030643418431282043,0.00017975828086491674,0.00025,0.0,0.00025,0.00025,0.005176335,0.003915025999999999,0.014020402,0.0017273452,0.026928194,0.009660842,0.041887067,0.010047999 27,1017.0,0.0,5242.0,5242.0,90.0,5242.0,1.0,2.0,35.0,0.0,,,,0.005731220244011969,0.008559611287002292,0.03012747503817081,0.00019501463975757358,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.0051502184999999995,0.004566707,0.01945674,0.0021261019,0.02149797,0.010033373,0.03370452,0.008069546 28,1072.0,0.0,5462.0,5462.0,220.0,5462.0,3.0,2.0,55.0,0.0,,,,0.008864355713336004,0.011839999879392651,0.046134039759635925,0.0001610755716683343,0.00025,0.0,0.00025,0.00025,0.0062677735,0.0050042396999999995,0.020127073,0.0017192016,0.02061991,0.0075885756,0.034549624,0.010614768 29,1118.0,0.0,5646.0,5646.0,184.0,5646.0,4.0,3.0,20.0,0.0,,,,0.0072352889821761185,0.008737181206568531,0.030466778203845024,0.00018102813919540492,0.00025,0.0,0.00025,0.00025,0.005792571999999999,0.004318339,0.019932609,0.0020496019,,,, 30,1175.0,0.0,5874.0,5874.0,228.0,5874.0,4.0,5.0,85.0,0.0,,,,0.008313204468972149,0.011042285375825469,0.045756932348012924,0.00019610222079791129,0.00025,0.0,0.00025,0.00025,0.005883634,0.0046995464,0.022168385,0.001801039,0.0073951124,0.010906539,0.025537572999999997,-0.0070570237