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,,,,,,,,,,,,,,,,,,, 5,51.0,0.0,1260.0,1260.0,203.0,1260.0,0.9997990300000044,3.0,30.0,0.0,,,,0.009506131430480666,0.013357074931555628,0.04922456666827202,0.00011823583918157964,0.00025,0.0,0.00025,0.00025,0.04541644,0.032187756,0.13184725,0.008537644,,,, 6,116.0,0.0,1519.0,1519.0,259.0,1519.0,0.99954262000001,3.0,30.0,0.0,,,,0.009436892453007974,0.010444927167927037,0.044396519660949714,0.0002187119680456817,0.00025,0.0,0.00025,0.00025,0.043486382999999997,0.028469712999999997,0.1315432,0.010239484,,,, 7,154.0,0.0,1673.0,1673.0,154.0,1673.0,0.9993901600000132,0.0,0.0,0.0,,,,0.006680036455739021,0.007691341664224352,0.028086043894290924,0.00016294234956149012,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.03525371,0.022364777000000002,0.08392369999999999,0.009258808,,,, 8,188.0,0.0,1809.0,1809.0,136.0,1809.0,0.9992555200000162,0.0,0.0,0.0,,,,0.005725367511759567,0.009134182509519568,0.030434217303991318,0.0001105146948248148,0.00025,0.0,0.00025,0.00025,0.031003432,0.026752787000000004,0.11063196,0.008286015,,,, 9,218.0,0.0,1927.0,1927.0,118.0,1927.0,0.9991387000000188,4.0,50.0,0.0,,,,0.005530147604683104,0.008635781810203545,0.029109837487339973,0.00016355639672838151,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.026989017,0.024766427,0.08535746,0.006113700600000001,,,, 10,239.0,0.0,2013.0,2013.0,86.0,2013.0,0.9990535600000204,1.0,25.0,0.0,,,,0.007073877079944525,0.010856981851779086,0.040930863469839096,0.00027058221166953444,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.03715521,0.026002409,0.11184523,0.0153889125,,,, 11,285.0,0.0,2197.0,2197.0,184.0,2197.0,0.9988714000000244,5.0,75.0,0.0,,,,0.0049696794215022865,0.008980699602831191,0.043269582092761986,0.00012109361705370249,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.025901955,0.02628609,0.11205949,0.006279965,,,, 12,309.0,0.0,2293.0,2293.0,96.0,2293.0,0.9987763600000266,2.0,15.0,0.0,,,,0.005058763722142127,0.007785021317331955,0.027659159153699875,0.00018030928913503885,0.00025,0.0,0.00025,0.00025,0.027570038999999998,0.021486067999999997,0.08631482,0.008357895,,,, 13,353.0,0.0,2467.0,2467.0,174.0,2467.0,0.9986041000000304,2.0,35.0,0.0,,,,0.0045628238068192405,0.007280793903160444,0.028272464871406555,9.907802450470626e-05,0.00025,0.0,0.00025,0.00025,0.025343232,0.02227741,0.07953325,0.0048882863,,,, 14,400.0,0.0,2658.0,2658.0,191.0,2658.0,0.9984150100000344,1.0,25.0,0.0,,,,0.0097321032195357,0.01023961919664894,0.030154820531606674,0.00018444313900545242,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.04259975,0.028015751000000002,0.10317952,0.009026687,0.018213745,0.03228745,0.07245033,-0.01997892 15,420.0,0.0,2737.0,2737.0,79.0,2737.0,0.998336800000036,3.0,30.0,0.0,,,,0.008781690090836491,0.00899884267405712,0.028885878622531887,0.00047134244232438505,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.04500962,0.024723325,0.10789993,0.017506445,,,, 16,441.0,0.0,2822.0,2822.0,85.0,2822.0,0.998252650000038,1.0,20.0,0.0,,,,0.011111788584717685,0.00964176097294723,0.030850913375616074,0.0004762174794450402,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.050733815999999994,0.028628142999999998,0.12953582,0.018588755,,,, 17,497.0,0.0,3045.0,3045.0,223.0,3045.0,0.9980318800000428,2.0,30.0,0.0,,,,0.00828668451010474,0.010699894323199828,0.04358338564634323,0.00020791786664631215,0.00025,0.0,0.00025,0.00025,0.039435297,0.027343287999999997,0.12071342,0.007059440500000001,0.014257256999999999,0.019365441,0.04348784,-0.0063439063 18,519.0,0.0,3133.0,3133.0,88.0,3133.0,0.9979447600000446,1.0,10.0,0.0,,,,0.0074549241412155826,0.008195051001161512,0.028971081599593163,0.0003202491207048297,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.037259682999999995,0.021548636,0.073957734,0.01237885,,,, 19,586.0,0.0,3399.0,3399.0,266.0,3399.0,0.9976814200000504,1.0,15.0,0.0,,,,0.006056426719257629,0.009519012818678223,0.043173693120479584,0.00011111447383882478,0.00025,0.0,0.00025,0.00025,0.030213887000000002,0.025259253,0.11475632,0.005044707,,,, 20,644.0,0.0,3631.0,3631.0,232.0,3631.0,0.9974517400000552,3.0,30.0,0.0,,,,0.007892606775416864,0.009331413396285886,0.02925945073366165,0.00020737151498906317,0.00025,0.0,0.00025,0.00025,0.038149226,0.025099216,0.08682343,0.0064632813,-0.0009132011300000001,0.012333746999999999,0.009670014499999999,-0.025862066 21,691.0,0.0,3822.0,3822.0,191.0,3822.0,0.9972626500000594,1.0,5.0,0.0,,,,0.0065839045484144074,0.010710195076304628,0.055450454354286194,0.00015095918206498027,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.03362562,0.03347708,0.17523270000000002,0.007759502,0.008254298,0.019461052,0.04853519,-0.01426878 22,763.0,0.0,4107.0,4107.0,285.0,4107.0,0.9969805000000656,5.0,100.0,0.0,,,,0.006797392681821495,0.009432101821733327,0.04118099808692932,0.00019709108164533973,0.00025,0.0,0.00025,0.00025,0.03493503,0.025949332999999998,0.10501147,0.009826525,0.014940828,0.022241406000000002,0.05235735,-0.00962076 23,842.0,0.0,4426.0,4426.0,319.0,4426.0,0.9966646900000724,7.0,90.0,0.0,,,,0.006717705090096975,0.009711801205322595,0.05458200722932816,0.0001975365012185648,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.035762466,0.028132005,0.17399962,0.007998915,,,, 24,871.0,0.0,4540.0,4540.0,114.0,4540.0,0.9965518300000747,0.0,0.0,0.0,,,,0.004121708562236343,0.006990884078555905,0.0262324009090662,0.00016586761921644208,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.02528197,0.022645405,0.08977601,0.0065642386,0.02154913,0.01743115,0.038836032,-0.0025164383 25,908.0,0.0,4687.0,4687.0,147.0,4687.0,0.9964063000000779,2.0,45.0,0.0,,,,0.005335816105110319,0.0065088615879247145,0.01545584015548229,0.00013705540914088488,0.0002500000000000001,5.421010862427521e-20,0.00025,0.00025,0.030282034,0.02378779,0.06643725,0.0073994235,,,,