ma-sac-RBC2D-easy-v0 / 0 /training_log.csv
becktepe's picture
Upload results for SAC on RBC2D-easy-v0.
fd7dad5 verified
step,evaluation/mean_nusselt,evaluation/mean_reward,training/mean_reward,training/mean_global_reward,training/mean_nusselt
0,4.894020602703095,0.0009783357381820679,,,
500,,,0.052047181874513626,0.05204716873168945,4.842951858520508
1000,,,0.25384244322776794,0.25384241771697996,4.6411566095352175
1500,,,0.21313203871250153,0.21313200187683107,4.681867025375366
2000,,,0.18555773794651031,0.18555765151977538,4.709441375732422
2500,,,0.18450164794921875,0.18450148963928223,4.710497537612915
3000,,,0.18839386105537415,0.18839389419555663,4.706605133056641
3500,,,0.24330681562423706,0.2433067626953125,4.651692264556885
4000,,,0.2938399314880371,0.2938399715423584,4.6011590557098385
4500,,,0.19988477230072021,0.19988487815856934,4.695114149093628
5000,,,0.2542313039302826,0.2542311210632324,4.640767906188965
5000,4.648572061061859,0.24642688035964966,,,
5500,,,0.2656460702419281,0.2656462240219116,4.629352803230286
6000,,,0.3169637620449066,0.31696386623382566,4.578035161018372
6500,,,0.270731121301651,0.2707310009002686,4.6242680263519285
7000,,,0.28208795189857483,0.28208796882629394,4.612911058425904
7500,,,0.18423207104206085,0.1842321491241455,4.710766878128052
8000,,,0.33371326327323914,0.3337132663726807,4.5612857608795165
8500,,,0.29787757992744446,0.2978776779174805,4.597121349334717
9000,,,0.34400635957717896,0.3440062379837036,4.550992789268494
9500,,,0.3334999084472656,0.33349983882904055,4.561499188423157
10000,,,0.30009058117866516,0.3000905838012695,4.594908443450928
10000,4.4601938128471375,0.43480515480041504,,,
10500,,,0.3316354751586914,0.3316354932785034,4.5633635339736935
11000,,,0.30847373604774475,0.30847365951538086,4.586525367736816
11500,,,0.40613794326782227,0.4061381149291992,4.488860912322998
12000,,,0.41456910967826843,0.414569146156311,4.480429881095886
12500,,,0.3848709464073181,0.3848708724975586,4.510128154754638
13000,,,0.42182064056396484,0.4218205738067627,4.473178453445435
13500,,,0.4225638210773468,0.42256372547149657,4.472435301780701
14000,,,0.4102117121219635,0.4102117233276367,4.484787303924561
14500,,,0.4161357581615448,0.4161358413696289,4.4788631858825685
15000,,,0.40430569648742676,0.4043057451248169,4.49069328212738
15000,4.500051696300506,0.39494720101356506,,,
15500,,,0.4670267701148987,0.46702694034576414,4.427972086906433
16000,,,0.3904001712799072,0.3904000473022461,4.504598979949951
16500,,,0.48620253801345825,0.4862026119232178,4.40879641532898
17000,,,0.48604243993759155,0.4860424451828003,4.408956582069397
17500,,,0.3902595341205597,0.3902595109939575,4.5047395162582395
18000,,,0.4635603129863739,0.4635603380203247,4.4314386892318725
18500,,,0.3903701603412628,0.39037006092071536,4.504628966331482
19000,,,0.4433863162994385,0.44338633155822754,4.45161269569397
19500,,,0.44228115677833557,0.442281174659729,4.452717852592468
20000,,,0.41670987010002136,0.4167099323272705,4.478289094924927
20000,4.490854139328003,0.40414485335350037,,,
20500,,,0.38629257678985596,0.3862926034927368,4.5087064237594605
21000,,,0.45132482051849365,0.45132492876052854,4.443674098491669
21500,,,0.35796889662742615,0.35796881866455077,4.537030208587646
22000,,,0.4632011353969574,0.46320113945007324,4.431797887802124
22500,,,0.4235301613807678,0.4235300807952881,4.471468946456909
23000,,,0.3802575469017029,0.38025761127471924,4.514741415977478
23500,,,0.4387209117412567,0.4387209358215332,4.456278091430664
24000,,,0.41663914918899536,0.4166390953063965,4.478359931945801
24500,,,0.39480650424957275,0.39480651092529295,4.500192516326904
25000,,,0.4683237075805664,0.46832369136810303,4.426675335884094
25000,4.4150609564781185,0.4799380302429199,,,
25500,,,0.4049675464630127,0.4049675416946411,4.490031485557556
26000,,,0.4228937029838562,0.4228937921524048,4.472105235099792
26500,,,0.4285205006599426,0.42852068710327146,4.466478340148925
27000,,,0.5223852396011353,0.5223853130340577,4.37261371421814
27500,,,0.49863600730895996,0.498636125087738,4.3963629021644595
28000,,,0.4822361171245575,0.48223622131347654,4.412762805938721
28500,,,0.38123562932014465,0.381235541343689,4.513763485908508
29000,,,0.5121915936470032,0.5121918096542358,4.3828072175979615
29500,,,0.5218872427940369,0.5218872423171997,4.373111784934998
30000,,,0.4381435513496399,0.43814349126815794,4.456855535984039
30000,4.309484088420868,0.5855147838592529,,,
30500,,,0.4793120324611664,0.47931202411651613,4.415687003135681
31000,,,0.5457015037536621,0.5457016258239746,4.349297401428223
31500,,,0.5239711403846741,0.5239711809158325,4.371027846336364
32000,,,0.41409561038017273,0.41409563732147214,4.480903389930725
32500,,,0.515189528465271,0.515189453125,4.379809574127197
33000,,,0.49635446071624756,0.49635450887680055,4.398644518375397
33500,,,0.5615477561950684,0.5615478496551514,4.333451177597046
34000,,,0.45681872963905334,0.45681869888305665,4.438180328369141
34500,,,0.5003682971000671,0.5003682641983033,4.394630763053894
35000,,,0.5090510845184326,0.5090509815216064,4.385948045730591
35000,4.378557370901108,0.5164415836334229,,,
35500,,,0.5117838382720947,0.5117838392257691,4.383215188026428
36000,,,0.5442799925804138,0.5442800359725952,4.350718991279602
36500,,,0.5181265473365784,0.5181264476776123,4.376872579574585
37000,,,0.5064389705657959,0.5064387903213501,4.388560236930847
37500,,,0.520673394203186,0.520673285484314,4.374325741767883
38000,,,0.5437287092208862,0.5437287092208862,4.351270318031311
38500,,,0.5700693726539612,0.5700693988800049,4.3249296283721925
39000,,,0.5975675582885742,0.5975675563812256,4.297431470870972
39500,,,0.5235530138015747,0.5235528540611267,4.371446173191071
40000,,,0.582748293876648,0.5827482070922851,4.312250820159912
40000,4.193095390796661,0.7019035220146179,,,
40500,,,0.5288621187210083,0.528862099647522,4.366136927604675
41000,,,0.5512387156486511,0.5512387266159058,4.3437603006362915
41500,,,0.5705844163894653,0.5705843267440796,4.324414700508117
42000,,,0.533567488193512,0.5335673999786377,4.36143162727356
42500,,,0.6180405020713806,0.6180404562950135,4.276958570957184
43000,,,0.5797725319862366,0.5797725286483765,4.3152264986038205
43500,,,0.5371648073196411,0.5371647162437438,4.357834311008453
44000,,,0.6056409478187561,0.6056410827636719,4.2893579444885255
44500,,,0.5227548480033875,0.5227548513412476,4.37224417591095
45000,,,0.5651880502700806,0.565188136100769,4.329810891151428
45000,4.267234735488891,0.6277641654014587,,,
45500,,,0.5090466737747192,0.509046591758728,4.385952435493469
46000,,,0.5382512211799622,0.5382510156631469,4.35674801158905
46500,,,0.5580617189407349,0.5580616970062255,4.336937330245972
47000,,,0.5921475291252136,0.5921475405693054,4.302851486682892
47500,,,0.5747423768043518,0.574742389202118,4.320256638050079
48000,,,0.5625995993614197,0.5625996074676514,4.3323994197845455
48500,,,0.5423322319984436,0.5423323011398316,4.352666726112366
49000,,,0.61639004945755,0.61639013671875,4.278608890533447
49500,,,0.5110850930213928,0.5110849447250366,4.383914082527161
50000,,,0.5633929967880249,0.5633929443359375,4.3316060829162595
50000,4.204769394397736,0.6902294754981995,,,