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new traces

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itaicaspi-intel
2018-09-12 15:29:42 +03:00
parent 673911ff7f
commit fa4895f840
76 changed files with 12786 additions and 12606 deletions
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452
rl_coach/traces/CartPole_A3C/trace.csv
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@@ -1,221 +1,231 @@
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,Entropy/Mean,Entropy/Stdev,Entropy/Max,Entropy/Min,Advantages/Mean,Advantages/Stdev,Advantages/Max,Advantages/Min,Values/Mean,Values/Stdev,Values/Max,Values/Min,Value Loss/Mean,Value Loss/Stdev,Value Loss/Max,Value Loss/Min,Policy Loss/Mean,Policy Loss/Stdev,Policy Loss/Max,Policy Loss/Min
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192,763.0,0.0,20.0,1.0,20.0,4742.0,0.0,0.10000000000000002,20.0,0.0,,,,,,,,,,,,0.0073083714,0.0063433647,0.016251193,0.0022230602,0.66198653,0.026770592000000003,0.69313073,0.6043430000000001,0.007036404496658407,0.01136814496523162,0.027188932068767862,-0.009428302645683284,0.082141325,0.011674904,0.100707084,0.05788935,8.9372836e-05,9.30437e-05,0.00022081267000000003,1.8326114999999998e-05,0.0040565534,0.006123005,0.012678328,-0.0009511398399999999
193,767.0,0.0,19.0,1.0,19.0,4761.0,0.0,0.095,19.0,0.0,,,,,,,,,,,,0.006868796999999999,0.0027644521999999998,0.010705498999999999,0.004299997,0.6568618,0.030531626,0.69313824,0.59669095,0.004738803956844188,0.008835241902818109,0.020360655482328405,-0.012817706215381612,0.08479001,0.012963781,0.10118514,0.06224658,5.0258863e-05,2.332974e-05,8.2808925e-05,2.9316388000000003e-05,0.0023924115,0.004510135,0.0063668163,-0.003915098499999999
194,779.0,0.0,57.0,1.0,57.0,4818.0,0.0,0.2850000000000001,57.0,0.0,,,,,,,,,,,,0.014934556000000002,0.0061590867,0.028263355,0.005960307,0.6791533000000001,0.01662432,0.6931408,0.6170908,0.003522167869177777,0.021757469586952783,0.049402563918489656,-0.04246723708808422,0.07485399999999999,0.018443054,0.09487531,0.017995179,0.00024289654999999998,0.00012993488000000001,0.0005112439,4.6872206e-05,0.0015736473000000002,0.011173472,0.012462455,-0.018787425
195,784.0,0.0,24.0,1.0,24.0,4842.0,0.0,0.12000000000000005,24.0,0.0,,,,,,,,,,,,0.012814826000000001,0.008796076,0.02761385,0.0045063659999999995,0.6629843000000001,0.031373106,0.6931368,0.59114563,0.0025243072371763115,0.017916112349913742,0.038835286594020184,-0.02331765332370997,0.065929115,0.012563729,0.092992276,0.043667234000000006,0.0001636796,0.00016197886999999998,0.00044273185999999995,4.9422506000000006e-05,-0.000104328035,0.009018461,0.014254499999999998,-0.007982353000000001
196,789.0,0.0,23.0,1.0,23.0,4865.0,0.0,0.11500000000000005,23.0,0.0,,,,,,,,,,,,0.014932905,0.010248338000000001,0.03157892,0.0040029604,0.65690047,0.041687485,0.6930953000000001,0.5467819,0.00048016226294225175,0.01938476435664912,0.033296080387259744,-0.04095183062450344,0.076020315,0.01724051,0.09564628,0.02912559,0.0001879998,0.00013234801,0.0003785341,3.0317911e-05,-0.0022277348,0.013926784,0.008946272,-0.025194371
197,794.0,0.0,23.0,1.0,23.0,4888.0,0.0,0.11500000000000005,23.0,0.0,,,,,,,,,,,,0.009615752,0.006204522,0.01938711,0.0041557406,0.6678611999999999,0.029035885,0.69311166,0.57274765,0.002757137208309739,0.01728630956074977,0.04681416529044962,-0.024937249064341183,0.06665687,0.014628223999999999,0.090895265,0.03228436,0.00015320917,0.00013887526000000002,0.00038441832,3.4333272e-05,0.00021888857999999997,0.006767682,0.009259118,-0.009763528
198,799.0,0.0,22.0,1.0,22.0,4910.0,0.0,0.11000000000000004,22.0,0.0,,,,,,,,,,,,0.009633942,0.0041723764,0.015889449,0.004690379000000001,0.66698587,0.02258159,0.69299614,0.61483717,0.0046272266699118785,0.013897593287326766,0.029279446192662126,-0.016515031002824317,0.069023624,0.017477976,0.090618916,0.028877761000000002,0.000107277185,5.817405e-05,0.00018226271,4.4849538e-05,0.0022605206,0.00752711,0.010142632,-0.0067201047
199,804.0,0.0,25.0,1.0,25.0,4935.0,0.0,0.12500000000000006,25.0,0.0,,,,,,,,,,,,0.012474768999999998,0.008207156,0.02233715,0.004265655,0.67065984,0.025793279,0.69311786,0.5903863,0.014257798705625043,0.01291719693066524,0.03730528642210365,-0.008154782354831691,0.0653648,0.014008303,0.09224125,0.04374097,0.00018506936999999998,0.00014706166,0.00034791272,3.3943987000000003e-05,0.008565169000000001,0.006683941999999999,0.01574919,0.001888946
200,810.0,0.0,27.0,1.0,27.0,4962.0,0.0,0.13500000000000004,27.0,0.0,,,,,,,,,,,,0.013002736,0.007411469699999999,0.026855445,0.004878212,0.6795434,0.013212075,0.6931255000000001,0.64252985,0.01488881372671232,0.015824012153664285,0.04211911588805914,-0.028337689936161037,0.070463106,0.01902801,0.09558661,0.032520503,0.00023603805,0.00015633416,0.0005306778,6.3805586e-05,0.008864361,0.006671748000000001,0.019904397,0.00075681193
201,815.0,0.0,25.0,1.0,25.0,4987.0,0.0,0.12500000000000006,25.0,0.0,,,,,,,,,,,,0.008606127,0.010457196,0.026701647999999998,0.0019148119,0.6464005,0.04181898,0.6930797,0.5574306,0.0068696078844119185,0.013365260629266846,0.04386204569707838,-0.006630967259407046,0.06451988,0.010792757,0.08555774,0.045658395,0.0001129108,0.00017272806,0.00041207016,1.0565614499999999e-05,0.0020575323,0.004048218,0.009022019000000001,-0.0007255521000000001
202,824.0,0.0,43.0,1.0,43.0,5030.0,0.0,0.2150000000000001,43.0,0.0,,,,,,,,,,,,0.012984434,0.007563879200000001,0.03139072,0.005496609499999999,0.6747218,0.022779776,0.693138,0.59014887,0.010628552118263091,0.017112189749231833,0.04816295211709559,-0.022660063218779863,0.06929599,0.017085219,0.093940325,0.025449375,0.00020289651999999997,0.00022799277,0.0007856002000000001,4.0772855e-05,0.006249666700000001,0.009067295999999999,0.022582222000000002,-0.009258301
203,832.0,0.0,37.0,1.0,37.0,5067.0,0.0,0.18500000000000008,37.0,0.0,,,,,,,,,,,,0.007541994000000001,0.00427832,0.01476186,0.0020308194,0.65845364,0.03166254,0.69269097,0.5680497,0.00786181418764228,0.00901029738162641,0.02925441922643318,-0.005414390909671774,0.07563481,0.012524845,0.09427974,0.049226782999999996,7.149677e-05,6.7721965e-05,0.00021876618999999999,7.881310999999999e-06,0.0047881687,0.004106236,0.011141581000000001,-0.0017982768
204,849.0,0.0,83.0,1.0,83.0,5150.0,0.0,0.41500000000000026,83.0,0.0,,,,,,,,,,,,0.011168451999999999,0.0058463180000000005,0.032237217,0.006463938000000001,0.6750629,0.018647395,0.6931451999999999,0.6074356,0.01036523538415622,0.013805048271147443,0.04981032203724505,-0.03302044184389815,0.08589497,0.010877526,0.10640167,0.0515005,0.0001490087,0.00017865459,0.0008227228999999999,4.1779975e-05,0.0064727034999999995,0.0074025365,0.023719175,-0.007977231
205,866.0,0.0,84.0,1.0,84.0,5234.0,0.0,0.42000000000000026,84.0,0.0,,,,,,,,,,,,0.01319912,0.008670401,0.036515385,0.0022923448000000003,0.67187625,0.022877645,0.69314665,0.6054316999999999,0.01061685205246798,0.01694363031727909,0.06336669478365123,-0.032321545754403914,0.097924985,0.011188063,0.11086121,0.052054487,0.00019990206000000002,0.0002446447,0.0010248923,1.5073842e-05,0.0071320357,0.008986279,0.027251388999999997,-0.012276327
206,878.0,0.0,57.0,1.0,57.0,5291.0,0.0,0.2850000000000001,57.0,0.0,,,,,,,,,,,,0.00836146,0.00392008,0.016903799,0.0022194067,0.65703464,0.03949202,0.6931344,0.54779005,0.010242788387605391,0.0075809763680686594,0.03462500706047922,4.798573255547716e-06,0.09776019999999999,0.008603745,0.11051677,0.07402926,8.119293e-05,7.292743e-05,0.00026723283,4.3589584e-06,0.006545493,0.003123631,0.01245609,0.0018351894
207,901.0,0.0,116.0,1.0,116.0,5407.0,0.0,0.5800000000000004,116.0,0.0,,,,,,,,,,,,0.009021605,0.0036078667999999998,0.01681767,0.0016791363,0.6745941,0.020503141000000003,0.6930728,0.60657203,0.010521063790341921,0.007265956168402111,0.028837875075779038,-0.0037706670165061906,0.09113089,0.010521279,0.111274645,0.07582298,8.174342e-05,4.7852674e-05,0.00019677848999999999,9.811788e-06,0.006934191,0.0028801514,0.013128171999999999,0.0008425942
208,915.0,0.0,68.0,1.0,68.0,5475.0,0.0,0.3400000000000002,68.0,0.0,,,,,,,,,,,,0.012863241999999999,0.007186283000000001,0.029745145,0.004576328,0.66380084,0.03551246,0.69313484,0.5344106,0.01163543557585425,0.016657531805877444,0.05379986706477336,-0.0247372005611658,0.12312883,0.011631815,0.1566664,0.09936366,0.00020642829,0.00022821236000000001,0.00079662,2.3610994999999998e-05,0.007834421999999999,0.008819963,0.025651603999999998,-0.0045161596
209,923.0,0.0,37.0,1.0,37.0,5512.0,0.0,0.18500000000000008,37.0,0.0,,,,,,,,,,,,0.008773352,0.0060609747,0.021723205,0.0024748086,0.66495556,0.023832556,0.6931468000000001,0.59496665,0.009638850975628116,0.010175951336367022,0.028347751211742774,-0.011940721515363458,0.11235314,0.016642323,0.13089463,0.07813703,9.822867e-05,0.000101694604,0.0003218882,1.2902176e-05,0.006247118,0.0039137844,0.014197959,0.0011183678
210,936.0,0.0,62.0,1.0,62.0,5574.0,0.0,0.31000000000000016,62.0,0.0,,,,,,,,,,,,0.0104825655,0.005347693299999999,0.022974161,0.0039717797,0.67761666,0.017357003,0.6931455,0.6076182,0.008846399571335123,0.012928915664970704,0.043151746263156536,-0.034996619101136925,0.10420074,0.018710181,0.13060124,0.05529099,0.00012270774,0.00011573073999999999,0.00043568332000000005,2.7043128000000002e-05,0.0056255735,0.006545249,0.016646381000000002,-0.0114177875
211,939.0,0.0,12.0,1.0,12.0,5586.0,0.0,0.05999999999999999,12.0,0.0,,,,,,,,,,,,0.0119292345,0.00919855,0.021127785,0.0027306844,0.5613307,0.07693127,0.6930727,0.44325972,0.00917889987121517,0.0125513287067654,0.03395895020474336,-0.003893508403037769,0.14148672,0.0053258757,0.15015422,0.13154684,0.00012089388,0.00011712815,0.00023802202,3.7657272999999997e-06,0.00936509,0.008776697,0.018141787,0.0005883926599999999
212,945.0,0.0,30.0,1.0,30.0,5616.0,0.0,0.15000000000000005,30.0,0.0,,,,,,,,,,,,0.0060535893,0.0022428958,0.009188055,0.0024544045,0.6651762,0.029746562,0.69313955,0.5693648,0.0072683699971923905,0.006619496267572597,0.018845723704309085,-0.00707261894941329,0.11299137,0.008932639000000001,0.12422806,0.09410663,4.8323425e-05,3.2419440000000006e-05,0.00010421489,8.228546e-06,0.0044892809999999995,0.0032285945,0.008239518000000001,-0.0014353045999999999
213,957.0,0.0,59.0,1.0,59.0,5675.0,0.0,0.2950000000000001,59.0,0.0,,,,,,,,,,,,0.0166614,0.0091264155,0.035884973,0.0044839215,0.67899173,0.018060435,0.69312406,0.6058887,0.01335258838825602,0.021819028566671304,0.06474719238267362,-0.031599568474292745,0.10078568,0.020570971,0.12547007,0.050074227,0.00032718075000000003,0.00030402297999999997,0.001171589,2.8500700000000003e-05,0.008678331,0.011053796000000001,0.02759161,-0.015106617
214,961.0,0.0,20.0,1.0,20.0,5695.0,0.0,0.10000000000000002,20.0,0.0,,,,,,,,,,,,0.00913413,0.0074676517,0.019694967,0.003837245,0.66736734,0.019423038,0.6930972,0.6346518,0.007764712331249409,0.014246877841626841,0.04296436099768638,-0.008662494719028468,0.10877487,0.011484146,0.12671444,0.090133764,0.00013163212999999998,0.00015528523000000002,0.00035116360000000003,1.6895241e-05,0.003149045,0.0046022070000000005,0.008958749,-0.0022966660999999998
215,977.0,0.0,77.0,1.0,77.0,5772.0,0.0,0.3850000000000002,77.0,0.0,,,,,,,,,,,,0.012483155,0.0053442690000000004,0.025083065,0.0039870963,0.6725075,0.023945477000000003,0.6931416,0.58034015,0.01018466095356865,0.01608524724620889,0.046573857711732405,-0.03454711222201585,0.10257923,0.015089383999999999,0.12600148,0.060752742,0.0001812312,0.00012173773000000001,0.00051204825,4.9351715000000005e-05,0.005421136,0.008484073,0.01819583,-0.016839124
216,986.0,0.0,45.0,1.0,45.0,5817.0,0.0,0.2250000000000001,45.0,0.0,,,,,,,,,,,,0.0093448525,0.005161725,0.017749386000000002,0.0035386607,0.6621975,0.028965253,0.6931466,0.58103275,0.009154241388642122,0.012529062541801141,0.039045090238216236,-0.01740256958611785,0.11168183400000001,0.015473823999999999,0.13252483,0.073729426,0.00012038875,0.00010914146000000001,0.000330838,2.4105508e-05,0.005136771599999999,0.0066572735,0.013337573,-0.0057850755
217,997.0,0.0,53.0,1.0,53.0,5870.0,0.0,0.2650000000000001,53.0,0.0,,,,,,,,,,,,0.015208923999999999,0.008577724,0.031777006000000003,0.0020646192000000002,0.6771630999999999,0.019240296,0.69312054,0.6080549,0.004029124162410857,0.02348294307238974,0.06141575236373081,-0.0437711041509062,0.0967458,0.022360388,0.12891425,0.029813223,0.00028384122000000005,0.00023896505000000002,0.0008169702,1.6799802e-05,0.0017499907000000001,0.011559636000000002,0.020287156,-0.019377545
218,1004.0,0.0,33.0,1.0,33.0,5903.0,0.0,0.16500000000000006,33.0,0.0,,,,,,,,,,,,0.012446608999999999,0.0061691087,0.023319015,0.0037609139,0.6663958999999999,0.027849969,0.6931468000000001,0.5801861999999999,0.0091758582617171,0.01690314288689276,0.03859540473343714,-0.021079691946506496,0.111684754,0.01615231,0.13813648,0.07320231,0.00018495622,0.00013704736,0.00043238405,3.4020562e-05,0.0044817575,0.008261164,0.017071636,-0.008267546
219,1015.0,0.0,54.0,1.0,54.0,5957.0,0.0,0.2700000000000001,54.0,0.0,,,,,,,,,,,,0.009078763,0.005096947,0.017479496,0.0016197939,0.6433661,0.04882779,0.6931466,0.49034846,0.0089577091898448,0.00983503925343172,0.0342413044576817,-0.01067748104333877,0.114592664,0.01068238,0.13453439,0.083077826,8.848421999999999e-05,6.168356e-05,0.00019651413,1.16285655e-05,0.005040804,0.0041375444,0.009921229,-0.0011474735000000002
220,1030.0,0.0,74.0,1.0,74.0,6031.0,0.0,0.3700000000000002,74.0,0.0,,,,,,,,,,,,0.009574528,0.0050334074,0.019427609,0.0021859237,0.6607831999999999,0.037141215,0.6931383000000001,0.51694727,0.008785408982720516,0.012784958625799479,0.03959205451459708,-0.03527847506519882,0.11048809,0.012469389499999999,0.13848485,0.07928512,0.00012031924999999999,9.371227500000001e-05,0.00030403314,9.715889e-06,0.005276981700000001,0.0060484377,0.012649576000000001,-0.01175123
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,Entropy/Mean,Entropy/Stdev,Entropy/Max,Entropy/Min,Advantages/Mean,Advantages/Stdev,Advantages/Max,Advantages/Min,Values/Mean,Values/Stdev,Values/Max,Values/Min,Value Loss/Mean,Value Loss/Stdev,Value Loss/Max,Value Loss/Min,Policy Loss/Mean,Policy Loss/Stdev,Policy Loss/Max,Policy Loss/Min
1,0.0,1.0,13.0,1.0,13.0,13.0,0.0,,,0.0,,,,,,,,,,,,,,,,0.033637741419147334,0.017534929825633462,0.06123948850051601,0.005,,,,,,,,,,,,,,,,,,,,
2,0.0,1.0,32.0,1.0,32.0,45.0,0.0,,,0.0,,,,,,,,,,,,,,,,0.07457895718480484,0.039443078440873545,0.13750983202107314,0.005,,,,,,,,,,,,,,,,,,,,
3,0.0,1.0,27.0,1.0,27.0,72.0,0.0,,,0.0,,,,,,,,,,,,,,,,0.06429497630302354,0.0340862968900576,0.11882864282644813,0.005,,,,,,,,,,,,,,,,,,,,
4,0.0,1.0,20.0,1.0,20.0,92.0,0.0,,,0.0,,,,,,,,,,,,,,,,0.049319670553146414,0.02610938697149644,0.09104653120138456,0.005,,,,,,,,,,,,,,,,,,,,
5,0.0,1.0,18.0,1.0,18.0,110.0,0.0,,,0.0,,,,,,,,,,,,,,,,0.04491284398774094,0.023722760004486008,0.0827431192749562,0.005,,,,,,,,,,,,,,,,,,,,
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223,947.0,0.0,14.0,1.0,14.0,5594.0,0.0,0.06999999999999999,14.0,0.0,,,,,,,,,,,,0.0060142673999999995,0.0009214585000000001,0.006935726,0.005092809,0.035922695147459015,0.01879852463102244,0.06562709361551085,0.005,0.62224895,0.055665877,0.69245684,0.512113,-0.0038428604629145713,0.007380040076789676,0.007066005057330149,-0.014415944814682002,0.09616657,0.018537900000000003,0.12322092,0.07014475,3.46163e-05,9.604328e-06,4.4220630000000004e-05,2.5011974e-05,-0.0041362187,0.00012669526,-0.0040095234,-0.0042629140000000005
224,956.0,0.0,42.0,1.0,42.0,5636.0,0.0,0.2100000000000001,42.0,0.0,,,,,,,,,,,,0.017331466,0.009977915,0.0312814,0.0028648754,0.09416979567666954,0.049364551774152096,0.17217038971292806,0.005,0.6693223,0.025810577,0.69313836,0.5957922,0.003383789698081144,0.02871367822952676,0.07941835348418995,-0.06391523421853781,0.099006705,0.023864463,0.13328952,0.044420674,0.00041796267,0.00037997964,0.0011472772,3.1423777e-05,0.00026968772999999996,0.0134834545,0.018905597,-0.024481753
225,967.0,0.0,56.0,1.0,56.0,5692.0,0.0,0.2800000000000001,56.0,0.0,,,,,,,,,,,,0.011125161000000001,0.005446613,0.020831611,0.0029921196000000003,0.11955820576106055,0.06163876507769717,0.21519939876142027,0.005,0.67260784,0.021173624,0.6931168000000001,0.5812636999999999,0.009390445971434931,0.01678029496467891,0.04739098837931724,-0.03467096977603972,0.10752163,0.017334346,0.1272488,0.057408333,0.00018487935,0.00012828773,0.00047460943,5.5346565e-05,0.0048574414,0.007584795,0.016536204,-0.011679644
226,978.0,0.0,52.0,1.0,52.0,5744.0,0.0,0.2600000000000001,52.0,0.0,,,,,,,,,,,,0.013205193,0.007608639499999999,0.022608287999999997,0.0022837836,0.11253536724758137,0.05831207811499739,0.20351677679925012,0.005,0.67477,0.022310415,0.6931348,0.5762826,0.007288882751387098,0.020196293199476908,0.05189486926013171,-0.031781322349876164,0.11312426,0.014299973999999998,0.13141486,0.07429494,0.00023050900000000003,0.00016216375,0.00047254932000000003,2.3230285e-05,0.0035683648,0.010854817,0.01773868,-0.015360385
227,988.0,0.0,48.0,1.0,48.0,5792.0,0.0,0.2400000000000001,48.0,0.0,,,,,,,,,,,,0.02124887,0.016264187,0.05103836,0.007203352,0.10533045784673467,0.05484399711161802,0.19135492952885588,0.005,0.6580305000000001,0.042361848,0.69312227,0.49628192,0.00857202189606368,0.032683810514546316,0.0921735355253768,-0.03497291849871823,0.100330226,0.027056396,0.13502729,0.022956105,0.0005708555000000001,0.000743053,0.00238106,5.0422783e-05,0.0033120094,0.017403053,0.036637265,-0.01683242
228,993.0,0.0,26.0,1.0,26.0,5818.0,0.0,0.13000000000000006,26.0,0.0,,,,,,,,,,,,0.010903616999999999,0.0044973833,0.01804269,0.0056857,0.062197527590584126,0.032981544845425315,0.11497842709742236,0.005,0.6744866,0.017250868,0.6931456,0.6367184,0.008756380975827384,0.018274597090821826,0.042465085275049226,-0.02626851469278335,0.106746696,0.01501533,0.13183351,0.08213255,0.00020531751,9.924440999999999e-05,0.00034161806000000005,7.121909e-05,0.004589745,0.0052513536,0.012700655,-0.0016979866
229,1002.0,0.0,43.0,1.0,43.0,5861.0,0.0,0.2150000000000001,43.0,0.0,,,,,,,,,,,,0.01221326,0.0063311619999999996,0.024529607999999998,0.0050173523,0.09606000242409116,0.050301579080564984,0.17544868581579875,0.005,0.662443,0.029164867,0.69313973,0.5777340999999999,0.006098798745204498,0.019421341174216688,0.05683914939423091,-0.029208976140622882,0.10810854,0.017134696,0.13277581,0.056683533,0.00020719186000000002,0.00019643476000000002,0.0006315276,3.8709164e-05,0.0018418285999999998,0.008789604,0.015721738,-0.0073402612
230,1011.0,0.0,42.0,1.0,42.0,5903.0,0.0,0.2100000000000001,42.0,0.0,,,,,,,,,,,,0.015133055,0.011719098999999998,0.043819635999999995,0.0038489744,0.09416979567666954,0.049364551774152096,0.17217038971292806,0.005,0.67199755,0.025345635,0.69314164,0.5855621999999999,0.009374543869370252,0.02552872366392327,0.08660719411035896,-0.03733729709982871,0.0968281,0.022193741,0.12578645,0.047771602999999996,0.0003697989,0.0005226064,0.0017330682999999998,3.565062e-05,0.005133605,0.012629538999999999,0.03230692,-0.01060241
1 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 Entropy/Mean Entropy/Stdev Entropy/Max Entropy/Min Advantages/Mean Advantages/Stdev Advantages/Max Advantages/Min Values/Mean Values/Stdev Values/Max Values/Min Value Loss/Mean Value Loss/Stdev Value Loss/Max Value Loss/Min Policy Loss/Mean Policy Loss/Stdev Policy Loss/Max Policy Loss/Min
2 1 0.0 1.0 13.0 1.0 13.0 13.0 0.0 0.0 0.033637741419147334 0.017534929825633462 0.06123948850051601 0.005
3 2 0.0 1.0 32.0 1.0 32.0 45.0 0.0 0.0 0.07457895718480484 0.039443078440873545 0.13750983202107314 0.005
4 3 0.0 1.0 27.0 1.0 27.0 72.0 0.0 0.0 0.06429497630302354 0.0340862968900576 0.11882864282644813 0.005
5 4 0.0 1.0 20.0 1.0 20.0 92.0 0.0 0.0 0.049319670553146414 0.02610938697149644 0.09104653120138456 0.005
6 5 0.0 1.0 18.0 1.0 18.0 110.0 0.0 0.0 0.04491284398774094 0.023722760004486008 0.0827431192749562 0.005
7 6 0.0 1.0 45.0 1.0 45.0 155.0 0.0 0.0 0.09980403467025832 0.052146814637499095 0.1819072569680644 0.005
8 7 0.0 1.0 35.0 1.0 35.0 190.0 0.0 0.0 0.08059031149939104 0.04252751095672352 0.14827615250021525 0.005
9 8 0.0 1.0 22.0 1.0 22.0 212.0 0.0 0.0 0.05366882646285343 0.02844734535364565 0.09918470523047698 0.005
10 9 0.0 1.0 36.0 1.0 36.0 248.0 0.0 0.0 0.08256817481816388 0.04353468290208385 0.1517933909752131 0.005
11 10 0.0 1.0 28.0 1.0 28.0 276.0 0.0 0.0 0.06637873987785067 0.035179766690898784 0.12264035639818364 0.005
12 11 0.0 1.0 12.0 1.0 12.0 288.0 0.0 0.0 0.03133759582903328 0.016257855673222694 0.056807564141935364 0.005
13 12 0.0 1.0 17.0 1.0 17.0 305.0 0.0 0.0 0.042687533676728284 0.02251082658499651 0.07852840330803658 0.005
14 13 0.0 1.0 12.0 1.0 12.0 317.0 0.0 0.0 0.03133759582903328 0.016257855673222694 0.056807564141935364 0.005
15 14 0.0 1.0 57.0 1.0 57.0 374.0 0.0 0.0 0.12128608644549467 0.0624489738253126 0.21804740477380607 0.005
16 15 0.0 1.0 22.0 1.0 22.0 396.0 0.0 0.0 0.05366882646285343 0.02844734535364565 0.09918470523047698 0.005
17 16 0.0 1.0 17.0 1.0 17.0 413.0 0.0 0.0 0.042687533676728284 0.02251082658499651 0.07852840330803658 0.005
18 17 0.0 1.0 31.0 1.0 31.0 444.0 0.0 0.0 0.07254892896428006 0.03839361485936839 0.13384831517280116 0.005
19 18 0.0 1.0 13.0 1.0 13.0 457.0 0.0 0.0 0.033637741419147334 0.017534929825633462 0.06123948850051601 0.005
20 19 0.0 1.0 27.0 1.0 27.0 484.0 0.0 0.0 0.06429497630302354 0.0340862968900576 0.11882864282644813 0.005
21 20 0.0 1.0 11.0 1.0 11.0 495.0 0.0 0.0 0.029022144164224006 0.014966996075313928 0.052330872870641774 0.005
22 21 0.0 1.0 38.0 1.0 38.0 533.0 0.0 0.0 0.08648559086879386 0.045518179563016486 0.15872270249480636 0.005
23 22 0.0 1.0 31.0 1.0 31.0 564.0 0.0 0.0 0.07254892896428006 0.03839361485936839 0.13384831517280116 0.005
24 23 0.0 1.0 18.0 1.0 18.0 582.0 0.0 0.0 0.04491284398774094 0.023722760004486008 0.0827431192749562 0.005
25 24 0.0 1.0 44.0 1.0 44.0 626.0 0.0 0.0 0.09793805234530817 0.051228969118242235 0.17869419895764074 0.005
26 25 0.0 1.0 28.0 1.0 28.0 654.0 0.0 0.0 0.06637873987785067 0.035179766690898784 0.12264035639818364 0.005
27 26 0.0 1.0 22.0 1.0 22.0 676.0 0.0 0.0 0.05366882646285343 0.02844734535364565 0.09918470523047698 0.005
28 27 0.0 1.0 28.0 1.0 28.0 704.0 0.0 0.0 0.06637873987785067 0.035179766690898784 0.12264035639818364 0.005
29 28 0.0 1.0 35.0 1.0 35.0 739.0 0.0 0.0 0.08059031149939104 0.04252751095672352 0.14827615250021525 0.005
30 29 0.0 1.0 15.0 1.0 15.0 754.0 0.0 0.0 0.03819257031625213 0.02004889587224851 0.06997082267935574 0.005
31 30 0.0 1.0 26.0 1.0 26.0 780.0 0.0 0.0 0.062197527590584126 0.032981544845425315 0.11497842709742236 0.005
32 31 0.0 1.0 20.0 1.0 20.0 800.0 0.0 0.0 0.049319670553146414 0.02610938697149644 0.09104653120138456 0.005
33 32 0.0 1.0 44.0 1.0 44.0 844.0 0.0 0.0 0.09793805234530817 0.051228969118242235 0.17869419895764074 0.005
34 33 0.0 1.0 15.0 1.0 15.0 859.0 0.0 0.0 0.03819257031625213 0.02004889587224851 0.06997082267935574 0.005
35 34 0.0 1.0 23.0 1.0 23.0 882.0 0.0 0.0 0.055822045233084684 0.02959841778336178 0.10319285817817224 0.005
36 35 0.0 1.0 13.0 1.0 13.0 895.0 0.0 0.0 0.033637741419147334 0.017534929825633462 0.06123948850051601 0.005
37 36 0.0 1.0 15.0 1.0 15.0 910.0 0.0 0.0 0.03819257031625213 0.02004889587224851 0.06997082267935574 0.005
38 37 0.0 1.0 18.0 1.0 18.0 928.0 0.0 0.0 0.04491284398774094 0.023722760004486008 0.0827431192749562 0.005
39 38 0.0 1.0 15.0 1.0 15.0 943.0 0.0 0.0 0.03819257031625213 0.02004889587224851 0.06997082267935574 0.005
40 39 0.0 1.0 14.0 1.0 14.0 957.0 0.0 0.0 0.035922695147459015 0.01879852463102244 0.06562709361551085 0.005
41 40 0.0 1.0 18.0 1.0 18.0 975.0 0.0 0.0 0.04491284398774094 0.023722760004486008 0.0827431192749562 0.005
42 41 0.0 1.0 45.0 1.0 45.0 1020.0 0.0 0.0 0.09980403467025832 0.052146814637499095 0.1819072569680644 0.005
43 42 0.0 1.0 13.0 1.0 13.0 1033.0 0.0 0.0 0.033637741419147334 0.017534929825633462 0.06123948850051601 0.005
44 43 12.0 11.0 0.0 62.0 61.0 1.0 62.0 61.0 1095.0 1094.0 0.0 0.31000000000000016 0.30500000000000016 62.0 61.0 0.0 0.014401236000000001 0.024275674 0.0070738136 0.018458508000000002 0.02967242 0.054471374 0.0035572803999999996 0.005366865500000001 0.12808870918621745 0.0656063963637345 0.22915746201657305 0.005 0.69252795 0.6919808000000001 0.0008981823 0.0018443427 0.69314694 0.6883929 0.6855124 0.015912993899788598 0.01864321014491253 0.010874578801122274 0.03195657180834381 0.04124109467781305 0.10974575020592928 -0.0054589918628335 -0.0582787378929454 -0.0029294409999999996 0.028775046000000002 0.009532401999999999 0.038398582 0.011288465 0.13273084 -0.03421467 -0.01975679 0.00018573993000000003 0.0006843959 0.000105254905 0.00076540734 0.00036750245 0.0025619417 2.002076e-05 6.359156e-05 0.011067346 0.012460588500000001 0.0044530598 0.01935331 0.018324774 0.043544766 0.0033985853999999997 -0.027275632999999997
45 44 15.0 18.0 0.0 16.0 35.0 1.0 16.0 35.0 1111.0 1129.0 0.0 0.08 0.17500000000000007 16.0 35.0 0.0 0.009339754 0.017200092 0.0010033529 0.015755272 0.010343106 0.051613227000000005 0.008336401 0.0054081664 0.08059031149939104 0.04252751095672352 0.14827615250021525 0.005 0.6919751000000001 0.6907941 0.0010603403 0.0029943396999999997 0.69314694 0.6931366 0.68952185 0.681203 0.01321330534794501 0.01895436173388682 0.008028797747117991 0.024848024593969727 0.02332039643747395 0.09617831783934114 -0.004940413292497396 -0.013846473753172904 -0.00010189526 0.03439839 0.0060561146 0.03639603 0.007662286 0.110718764 -0.01044313 -0.002539865 0.00011952652 0.00048834604 1.26899395e-05 0.0008242918400000001 0.00013221646 0.0023291553 0.00010683658000000002 6.434703e-05 0.008936211500000001 0.012637863999999999 0.0016111688000000001 0.013547061 0.01054738 0.0418899 0.0073250419999999995 0.0012045528
46 45 18.0 22.0 0.0 12.0 20.0 1.0 12.0 20.0 1123.0 1149.0 0.0 0.05999999999999999 0.10000000000000002 12.0 20.0 0.0 0.02326595 0.026954292999999997 0.0020024935 0.015584462 0.025268442999999998 0.04554865 0.021263456 0.0074101340000000005 0.049319670553146414 0.02610938697149644 0.09104653120138456 0.005 0.690847 0.68971145 0.0014241173999999998 0.004993610999999999 0.6931468000000001 0.6931235 0.68842304 0.67520845 0.023534382799857177 0.03557605597148202 0.011900127239680015 0.023664348928148924 0.04921368346343938 0.08357761960576743 0.009838643595576284 0.004005997200372057 0.02536587 0.021245534 0.008582838 0.019359615 0.037105072 0.07017247 0.008087032 0.0051470688 0.00034774013 0.0009128285499999999 0.00017494247 0.0006935856 0.0005226826 0.0017909509 0.00017279766 9.526052e-05 0.016245058 0.024112538 0.0032853782 0.012049445 0.019530436 0.037070394 0.01295968 0.008049552
47 46 22.0 24.0 0.0 20.0 11.0 1.0 20.0 11.0 1143.0 1160.0 0.0 0.10000000000000002 0.054999999999999986 20.0 11.0 0.0 0.015279533999999999 0.052579317 0.0028368575 0.0 0.017788785 0.052579317 0.011313934 0.052579317 0.029022144164224006 0.014966996075313928 0.052330872870641774 0.005 0.6918333000000001 0.6856124 0.0015972172 0.005428741999999999 0.69314563 0.69310117 0.6867131999999999 0.67718375 0.0200172704334622 0.0591434581332745 0.00923982139955136 0.027642436288323743 0.035962227759167666 0.0975528810674828 0.008846997671771797 0.01984943181276322 0.019948 0.038381275 0.0052132396999999995 0.021922894 0.030420067000000002 0.06954489999999999 0.012411169 0.008020953 0.00024303269 0.0021310260000000003 9.7666896e-05 0.0 0.00031611562 0.0021310260000000003 0.00010499048999999999 0.0021310260000000003 0.013905115 0.03863264 0.0029267543 0.0 0.01603643 0.03863264 0.00976668 0.03863264
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