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trace tests update

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This commit is contained in:
Shadi Endrawis
2018-10-02 17:55:16 +03:00
parent 51726a5b80
commit f7990d4003
79 changed files with 10105 additions and 9539 deletions
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rl_coach/traces/Atari_NStepQ_space_invaders/trace.csv
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@@ -3,24 +3,19 @@ Episode #,Training Iter,In Heatup,ER #Transitions,ER #Episodes,Episode Length,To
2,0.0,1.0,87.0,1.0,87.0,573.0,0.5,,,0.0,,,,,,,,,,,,,,,,0.2991949731169189,0.4147830569909918,1.0,0.0,,,,,,,,,,,,,,,,
3,0.0,1.0,149.0,1.0,149.0,722.0,0.5,,,0.0,,,,,,,,,,,,,,,,1.089942054123867,0.6773639260883686,1.9560606270183023,0.0,,,,,,,,,,,,,,,,
4,0.0,1.0,335.0,1.0,335.0,1057.0,0.5,,,0.0,,,,,,,,,,,,,,,,1.6150170189100268,1.2171006279541683,4.3034191502088746,0.0,,,,,,,,,,,,,,,,
5,49.0,0.0,250.0,1.0,250.0,1307.0,0.4975499999999989,3.0,60.0,0.0,,,,,,,,,,,,,,,,0.9619660716012052,0.5271840370028462,1.9877214348890249,0.0,,,,,,,,,0.06523297,0.039132793,0.16515993,-0.04698263,0.03715847,0.16062164,0.9986223,5.2241390000000005e-06
6,105.0,0.0,278.0,1.0,278.0,1585.0,0.4948255999999978,2.0,25.0,0.0,,,,,,,,,,,,,,,,0.6504435080212637,0.4990360198105554,1.877521022998968,0.0,,,,,,,,,0.06105925,0.028913812999999997,0.2251295,0.00031058473,0.025028551,0.12800282,0.8860348,4.704531e-05
7,215.0,0.0,547.0,1.0,547.0,2132.0,0.4894649999999954,9.0,70.0,0.0,,,,,,,,,,,,,,,,1.1668219204868608,1.139774286228071,3.981172292031248,0.0,,,,,,,,,0.09291774,0.041909117,0.29434606,0.016387725,0.06240651,0.19966795,0.9046893,0.00021752282999999999
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11,368.0,0.0,189.0,1.0,189.0,2891.0,0.4820267999999922,5.0,55.0,0.0,,,,,,,,,,,,,,,,1.6514130362698112,1.0340472182590057,3.338928212866469,0.0,,,,,,,,,0.10357409,0.038070783,0.19072735,0.013136728,0.07165525,0.20934153,0.96637666,9.3623305e-05
12,385.0,0.0,85.0,1.0,85.0,2976.0,0.4811937999999918,2.0,55.0,0.0,,,,,,,,,,,,,,,,0.6644740252476246,0.6445878033949242,1.7547192872036326,0.0,,,,,,,,,0.08559471,0.036382526,0.19190781,0.038743064,0.09200458,0.2459315,0.92060333,0.001493881
13,439.0,0.0,271.0,1.0,271.0,3247.0,0.4785379999999907,3.0,30.0,0.0,,,,,,,,,,,,,,,,0.9805352211608988,0.7225009315821939,2.6900602158160227,0.0,,,,,,,,,0.07257719,0.036623262000000004,0.22449888,0.017026702,0.051612765,0.19161709,0.93902147,6.006258000000001e-05
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19,663.0,0.0,93.0,1.0,93.0,4360.0,0.467630599999986,2.0,35.0,0.0,,,,,,,,,,,,,,,,0.7877925962882179,0.6771086001101679,1.8016305895390456,0.0,,,,,,,,,0.07237811400000001,0.03177111,0.15346664,0.027509372999999997,0.07317008,0.22093417,0.92313504,0.00035924176
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21,724.0,0.0,94.0,1.0,94.0,4664.0,0.4646513999999847,2.0,45.0,0.0,,,,,,,,,,,,,,,,0.7487142977587385,0.6585762420290013,1.770043145805155,0.0,,,,,,,,,0.085581295,0.031317193,0.16033286,0.03945991,0.031889725,0.09107567,0.37029892,0.00048189453
22,846.0,0.0,608.0,1.0,608.0,5272.0,0.4586929999999821,12.0,340.0,0.0,,,,,,,,,,,,,,,,1.7842522377946013,1.2596094953837684,4.9927930148931186,0.0,,,,,,,,,0.104008555,0.040039804,0.20478153,0.008027065,0.06521728,0.18897916,0.82046026,5.0944614e-05
23,885.0,0.0,194.0,1.0,194.0,5466.0,0.4567917999999813,6.0,80.0,0.0,,,,,,,,,,,,,,,,2.0644794324027784,1.0634426104295631,3.98052088029283,0.0,,,,,,,,,0.119464405,0.034119558,0.18460895,0.039233252,0.06616199,0.16974789,0.8555218000000001,0.0008571786999999999
24,904.0,0.0,95.0,1.0,95.0,5561.0,0.4558607999999809,1.0,30.0,0.0,,,,,,,,,,,,,,,,0.21724812248036252,0.3855022238888541,1.0,0.0,,,,,,,,,0.09762655,0.029675594,0.1733855,0.06255842,0.031556234,0.11838596,0.5196432,0.0013286468
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5,43.0,0.0,218.0,1.0,218.0,1275.0,0.4978635999999991,4.0,30.0,0.0,,,,,,,,,,,,,,,,1.4355558153956027,0.8743774426398123,3.18289891640664,0.0,,,,,,,,,0.049821895,0.040794298,0.16144831,-0.04194873599999999,0.06658878,0.20887113,0.92870796,1.3539827000000001e-05
6,82.0,0.0,195.0,1.0,195.0,1470.0,0.4959525999999982,2.0,35.0,0.0,,,,,,,,,,,,,,,,0.5266968407467524,0.3693588813641733,1.2762516676992082,0.0,,,,,,,,,0.07430909599999999,0.031378473999999996,0.15561001,0.017140895,0.03804031,0.16481854,0.9850528000000001,0.0002183407
7,131.0,0.0,243.0,1.0,243.0,1713.0,0.4935711999999972,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.04265518,0.020237265,0.12036709,-0.012695962,0.0005867248999999999,0.00071001943,0.004012562,5.224298e-06
8,183.0,0.0,260.0,1.0,260.0,1973.0,0.4910231999999961,6.0,45.0,0.0,,,,,,,,,,,,,,,,1.8445302223733409,0.9773846948142106,3.529722201807415,0.0,,,,,,,,,0.065202,0.0400596,0.21712853,0.0068587554,0.065516554,0.19554858,0.8884774999999999,3.5797817e-05
9,249.0,0.0,329.0,1.0,329.0,2302.0,0.4877989999999947,6.0,100.0,0.0,,,,,,,,,,,,,,,,1.392666868216866,1.0394071747173437,3.6111183571713448,0.0,,,,,,,,,0.056425206,0.037720352,0.16072667,-0.04126611,0.036703362999999996,0.11380449,0.5483772,0.00036559267999999997
10,355.0,0.0,529.0,1.0,529.0,2831.0,0.4826147999999925,4.0,55.0,0.0,,,,,,,,,,,,,,,,0.7058811552247987,0.6338784621102189,2.6758599618307444,0.0,,,,,,,,,0.0295469,0.019959169,0.100820765,-0.019850466,0.026555283,0.14218670000000003,0.95402884,3.3959244e-05
11,382.0,0.0,136.0,1.0,136.0,2967.0,0.4812819999999919,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.070838,0.020381957,0.12719424,0.027900666,0.0011888286999999999,0.0012110863,0.005692898,2.8870036e-05
12,437.0,0.0,272.0,1.0,272.0,3239.0,0.4786163999999907,5.0,75.0,0.0,,,,,,,,,,,,,,,,0.7965494499155914,0.7676873795288424,3.0706061095113872,0.0,,,,,,,,,0.06791638,0.030165499999999998,0.14470898,-0.03135575,0.055119842,0.17865935,0.89836913,0.00041550235
13,526.0,0.0,445.0,1.0,445.0,3684.0,0.4742553999999888,6.0,70.0,0.0,,,,,,,,,,,,,,,,0.9250639900550434,1.3791755980793503,4.6070750958301225,0.0,,,,,,,,,0.05033615599999999,0.04090539,0.21611296,-0.00539122,0.04374561,0.15804026,0.88217527,5.6085350000000005e-06
14,568.0,0.0,211.0,1.0,211.0,3895.0,0.472187599999988,4.0,35.0,0.0,,,,,,,,,,,,,,,,1.3211683635631786,0.6688764763247202,2.6041154043144044,0.0,,,,,,,,,0.06951321,0.026168478999999998,0.1383483,0.017367069,0.037633757999999996,0.12640582,0.7049002,7.566997400000001e-05
15,588.0,0.0,99.0,1.0,99.0,3994.0,0.4712173999999875,1.0,20.0,0.0,,,,,,,,,,,,,,,,0.3275464150906228,0.4105264429665964,1.0,0.0,,,,,,,,,0.061873578,0.027288637999999997,0.11769849,0.006314104,0.039941784,0.16420019,0.7365783,0.0004206792
16,628.0,0.0,197.0,1.0,197.0,4191.0,0.4692867999999867,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.035919555,0.019500284,0.095511,-0.011271331,0.0005676733,0.00042882026,0.0016585776,2.5987260999999998e-05
17,737.0,0.0,543.0,1.0,543.0,4734.0,0.4639653999999844,13.0,230.0,0.0,,,,,,,,,,,,,,,,2.12068282338126,1.613926274284711,4.811923111070045,0.0,,,,,,,,,0.07359602,0.031097147999999998,0.16789229,-0.0072538974,0.055959634,0.15358616,0.7472243000000001,1.1038916999999998e-05
18,770.0,0.0,163.0,1.0,163.0,4897.0,0.4623679999999837,1.0,20.0,0.0,,,,,,,,,,,,,,,,0.3999428745445137,0.3331373421595941,1.0,0.0,,,,,,,,,0.039978374,0.023399489,0.09573812,-0.004045846,0.030746099,0.16456035,0.9469624,0.00016566872
19,813.0,0.0,216.0,1.0,216.0,5113.0,0.4602511999999828,0.0,0.0,0.0,,,,,,,,,,,,,,,,0.0,0.0,0.0,0.0,,,,,,,,,0.041446723,0.015750267,0.08521996,0.0036349134,0.0005720068599999999,0.0005356747,0.0020601498,6.6438793e-06
20,855.0,0.0,207.0,1.0,207.0,5320.0,0.4582225999999819,3.0,30.0,0.0,,,,,,,,,,,,,,,,1.1196867985922996,0.7253527014570459,2.5969380989884208,0.0,,,,,,,,,0.07086054,0.030868992,0.15472650000000002,0.021865197000000003,0.045209922,0.16471039,0.9026728999999999,7.0652815e-05
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 Q/Mean Q/Stdev Q/Max Q/Min Q Values/Mean Q Values/Stdev Q Values/Max Q Values/Min Value Loss/Mean Value Loss/Stdev Value Loss/Max Value Loss/Min
3 2 0.0 1.0 87.0 1.0 87.0 573.0 0.5 0.0 0.2991949731169189 0.4147830569909918 1.0 0.0
4 3 0.0 1.0 149.0 1.0 149.0 722.0 0.5 0.0 1.089942054123867 0.6773639260883686 1.9560606270183023 0.0
5 4 0.0 1.0 335.0 1.0 335.0 1057.0 0.5 0.0 1.6150170189100268 1.2171006279541683 4.3034191502088746 0.0
6 5 49.0 43.0 0.0 250.0 218.0 1.0 250.0 218.0 1307.0 1275.0 0.4975499999999989 0.4978635999999991 3.0 4.0 60.0 30.0 0.0 0.9619660716012052 1.4355558153956027 0.5271840370028462 0.8743774426398123 1.9877214348890249 3.18289891640664 0.0 0.06523297 0.049821895 0.039132793 0.040794298 0.16515993 0.16144831 -0.04698263 -0.04194873599999999 0.03715847 0.06658878 0.16062164 0.20887113 0.9986223 0.92870796 5.2241390000000005e-06 1.3539827000000001e-05
7 6 105.0 82.0 0.0 278.0 195.0 1.0 278.0 195.0 1585.0 1470.0 0.4948255999999978 0.4959525999999982 2.0 25.0 35.0 0.0 0.6504435080212637 0.5266968407467524 0.4990360198105554 0.3693588813641733 1.877521022998968 1.2762516676992082 0.0 0.06105925 0.07430909599999999 0.028913812999999997 0.031378473999999996 0.2251295 0.15561001 0.00031058473 0.017140895 0.025028551 0.03804031 0.12800282 0.16481854 0.8860348 0.9850528000000001 4.704531e-05 0.0002183407
8 7 215.0 131.0 0.0 547.0 243.0 1.0 547.0 243.0 2132.0 1713.0 0.4894649999999954 0.4935711999999972 9.0 0.0 70.0 0.0 0.0 1.1668219204868608 0.0 1.139774286228071 0.0 3.981172292031248 0.0 0.0 0.09291774 0.04265518 0.041909117 0.020237265 0.29434606 0.12036709 0.016387725 -0.012695962 0.06240651 0.0005867248999999999 0.19966795 0.00071001943 0.9046893 0.004012562 0.00021752282999999999 5.224298e-06
9 8 256.0 183.0 0.0 202.0 260.0 1.0 202.0 260.0 2334.0 1973.0 0.4874853999999946 0.4910231999999961 3.0 6.0 30.0 45.0 0.0 1.143254407638888 1.8445302223733409 0.7651739473233898 0.9773846948142106 2.6822034344079513 3.529722201807415 0.0 0.0812066 0.065202 0.034699347 0.0400596 0.22075215 0.21712853 0.033963714 0.0068587554 0.06826939 0.065516554 0.23026471 0.19554858 0.8968558000000001 0.8884774999999999 5.273441e-06 3.5797817e-05
10 9 271.0 249.0 0.0 76.0 329.0 1.0 76.0 329.0 2410.0 2302.0 0.4867405999999943 0.4877989999999947 2.0 6.0 45.0 100.0 0.0 0.6040699250474294 1.392666868216866 0.6770046574946313 1.0394071747173437 1.8097278682212583 3.6111183571713448 0.0 0.08223315 0.056425206 0.042012982000000004 0.037720352 0.20047347 0.16072667 0.0048412476 -0.04126611 0.0409274 0.036703362999999996 0.09979676 0.11380449 0.36558379999999996 0.5483772 0.0012286354 0.00036559267999999997
11 10 330.0 355.0 0.0 292.0 529.0 1.0 292.0 529.0 2702.0 2831.0 0.483878999999993 0.4826147999999925 2.0 4.0 35.0 55.0 0.0 0.5188424987401079 0.7058811552247987 0.3205545284923169 0.6338784621102189 1.1982742565889144 2.6758599618307444 0.0 0.07179869 0.0295469 0.028891182999999997 0.019959169 0.1457309 0.100820765 -0.0005440897 -0.019850466 0.020115541 0.026555283 0.114067726 0.14218670000000003 0.85806334 0.95402884 1.0554600499999999e-05 3.3959244e-05
12 11 368.0 382.0 0.0 189.0 136.0 1.0 189.0 136.0 2891.0 2967.0 0.4820267999999922 0.4812819999999919 5.0 0.0 55.0 0.0 0.0 1.6514130362698112 0.0 1.0340472182590057 0.0 3.338928212866469 0.0 0.0 0.10357409 0.070838 0.038070783 0.020381957 0.19072735 0.12719424 0.013136728 0.027900666 0.07165525 0.0011888286999999999 0.20934153 0.0012110863 0.96637666 0.005692898 9.3623305e-05 2.8870036e-05
13 12 385.0 437.0 0.0 85.0 272.0 1.0 85.0 272.0 2976.0 3239.0 0.4811937999999918 0.4786163999999907 2.0 5.0 55.0 75.0 0.0 0.6644740252476246 0.7965494499155914 0.6445878033949242 0.7676873795288424 1.7547192872036326 3.0706061095113872 0.0 0.08559471 0.06791638 0.036382526 0.030165499999999998 0.19190781 0.14470898 0.038743064 -0.03135575 0.09200458 0.055119842 0.2459315 0.17865935 0.92060333 0.89836913 0.001493881 0.00041550235
14 13 439.0 526.0 0.0 271.0 445.0 1.0 271.0 445.0 3247.0 3684.0 0.4785379999999907 0.4742553999999888 3.0 6.0 30.0 70.0 0.0 0.9805352211608988 0.9250639900550434 0.7225009315821939 1.3791755980793503 2.6900602158160227 4.6070750958301225 0.0 0.07257719 0.05033615599999999 0.036623262000000004 0.04090539 0.22449888 0.21611296 0.017026702 -0.00539122 0.051612765 0.04374561 0.19161709 0.15804026 0.93902147 0.88217527 6.006258000000001e-05 5.6085350000000005e-06
15 14 489.0 568.0 0.0 247.0 211.0 1.0 247.0 211.0 3494.0 3895.0 0.4761173999999896 0.472187599999988 3.0 4.0 30.0 35.0 0.0 0.7239330793237315 1.3211683635631786 0.6866779551191587 0.6688764763247202 2.2598491521703985 2.6041154043144044 0.0 0.09624664 0.06951321 0.028458447999999997 0.026168478999999998 0.18122105 0.1383483 0.04136644 0.017367069 0.04521184 0.037633757999999996 0.17329727 0.12640582 0.93528235 0.7049002 0.00010959508 7.566997400000001e-05
16 15 554.0 588.0 0.0 322.0 99.0 1.0 322.0 99.0 3816.0 3994.0 0.4729617999999883 0.4712173999999875 7.0 1.0 75.0 20.0 0.0 1.7027014745135145 0.3275464150906228 0.8785415129990072 0.4105264429665964 3.3646815869626545 1.0 0.0 0.08818049 0.061873578 0.03232697 0.027288637999999997 0.19298476 0.11769849 0.01802668 0.006314104 0.06566782 0.039941784 0.20002598 0.16420019 0.93202585 0.7365783 0.000119806835 0.0004206792
17 16 591.0 628.0 0.0 185.0 197.0 1.0 185.0 197.0 4001.0 4191.0 0.4711487999999875 0.4692867999999867 3.0 0.0 35.0 0.0 0.0 0.906880276626358 0.0 0.5305160768996153 0.0 1.8687458127689778 0.0 0.0 0.10646282 0.035919555 0.030883757 0.019500284 0.19681731 0.095511 0.052096736 -0.011271331 0.062161777 0.0005676733 0.18977489 0.00042882026 0.77037257 0.0016585776 0.0006098728 2.5987260999999998e-05
18 17 628.0 737.0 0.0 186.0 543.0 1.0 186.0 543.0 4187.0 4734.0 0.4693259999999867 0.4639653999999844 0.0 13.0 0.0 230.0 0.0 0.0 2.12068282338126 0.0 1.613926274284711 0.0 4.811923111070045 0.0 0.10503617 0.07359602 0.02636908 0.031097147999999998 0.17513691 0.16789229 0.058163125 -0.0072538974 0.0040708557 0.055959634 0.0018935091 0.15358616 0.008554585 0.7472243000000001 0.0012393859 1.1038916999999998e-05
19 18 644.0 770.0 0.0 80.0 163.0 1.0 80.0 163.0 4267.0 4897.0 0.4685419999999864 0.4623679999999837 2.0 1.0 15.0 20.0 0.0 0.702410295740766 0.3999428745445137 0.7598837978189577 0.3331373421595941 1.886384871716129 1.0 0.0 0.088057734 0.039978374 0.014962838999999999 0.023399489 0.13839622 0.09573812 0.06381006 -0.004045846 0.077688575 0.030746099 0.20810342 0.16456035 0.7685311 0.9469624 5.7868005e-05 0.00016566872
20 19 663.0 813.0 0.0 93.0 216.0 1.0 93.0 216.0 4360.0 5113.0 0.467630599999986 0.4602511999999828 2.0 0.0 35.0 0.0 0.0 0.7877925962882179 0.0 0.6771086001101679 0.0 1.8016305895390456 0.0 0.0 0.07237811400000001 0.041446723 0.03177111 0.015750267 0.15346664 0.08521996 0.027509372999999997 0.0036349134 0.07317008 0.0005720068599999999 0.22093417 0.0005356747 0.92313504 0.0020601498 0.00035924176 6.6438793e-06
21 20 705.0 855.0 0.0 210.0 207.0 1.0 210.0 207.0 4570.0 5320.0 0.465572599999985 0.4582225999999819 3.0 30.0 0.0 1.1264211896676488 1.1196867985922996 0.6963700234551127 0.7253527014570459 2.5143201556468044 2.5969380989884208 0.0 0.07745734 0.07086054 0.03569484 0.030868992 0.17048967 0.15472650000000002 -0.0018016198 0.021865197000000003 0.033146697999999995 0.045209922 0.11387434 0.16471039 0.54282963 0.9026728999999999 9.045503e-05 7.0652815e-05
21 724.0 0.0 94.0 1.0 94.0 4664.0 0.4646513999999847 2.0 45.0 0.0 0.7487142977587385 0.6585762420290013 1.770043145805155 0.0 0.085581295 0.031317193 0.16033286 0.03945991 0.031889725 0.09107567 0.37029892 0.00048189453
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