1/training_log.csv

step,training/mean_reward,training/mean_nusselt,evaluation/mean_nusselt,evaluation/mean_reward
500,-1.2948715686798096,8.537464655399322,,
1000,-1.2602366209030151,8.502829139232636,,
1500,-1.2590324878692627,8.501623792648315,,
2000,-1.303997278213501,8.54658932352066,,
2500,-1.2511717081069946,8.493763326644897,,
3000,-1.3589394092559814,8.60153074979782,,
3500,-1.2393139600753784,8.48190557384491,,
4000,-1.2551265954971313,8.49771831035614,,
4500,-1.2294862270355225,8.472077757358552,,
5000,-1.2666794061660767,8.509271525859832,,
5000,,,7.966637665033341,-0.7240458071231842
5500,-1.2642416954040527,8.506834322929382,,
6000,-1.3328057527542114,8.57539730644226,,
6500,-1.2501471042633057,8.492738009929656,,
7000,-1.2666990756988525,8.509291419029235,,
7500,-1.2748128175735474,8.517405213356017,,
8000,-1.2740546464920044,8.516646611690522,,
8500,-1.2052034139633179,8.447795090198516,,
9000,-1.182864785194397,8.425456734657288,,
9500,-1.2884403467178345,8.5310315823555,,
10000,-1.233523964881897,8.476115854263305,,
10000,,,7.9207673525810245,-0.6781754946708679
10500,-1.2627235651016235,8.505315338134766,,
11000,-1.2311738729476929,8.473765755176544,,
11500,-1.2263537645339966,8.468946398735046,,
12000,-1.1317873001098633,8.374379018306731,,
12500,-1.1669551134109497,8.409547520399094,,
13000,-1.1718875169754028,8.41447982287407,,
13500,-1.1702485084533691,8.412841398715972,,
14000,-1.1646369695663452,8.40722866153717,,
14500,-1.2230224609375,8.465613629341126,,
15000,-1.1647130250930786,8.40730525970459,,
15000,,,7.9565617620944975,-0.7139699041843415
15500,-1.1504708528518677,8.393062113761902,,
16000,-1.124070167541504,8.366661835670472,,
16500,-1.1938308477401733,8.436422379970551,,
17000,-1.1334937810897827,8.37608543729782,,
17500,-1.1346924304962158,8.377284130573273,,
18000,-1.231303334236145,8.473895420074463,,
18500,-1.1544829607009888,8.397074615478516,,
19000,-1.1664668321609497,8.40905849313736,,
19500,-1.0910210609436035,8.333612595081329,,
20000,-1.116986870765686,8.359578641414643,,
20000,,,7.865157885551453,-0.6225660276412964
20500,-1.196850299835205,8.43944271659851,,
21000,-1.1666178703308105,8.40921020412445,,
21500,-1.0362211465835571,8.278812587738036,,
22000,-1.0936347246170044,8.33622686433792,,
22500,-1.123854160308838,8.366445979118348,,
23000,-1.1502525806427002,8.392844843864442,,
23500,-1.048585057258606,8.291176141738891,,
24000,-1.0508968830108643,8.293488435745239,,
24500,-1.0698078870773315,8.312400405883789,,
25000,-1.0558797121047974,8.298471341609956,,
25000,,,7.896991009712219,-0.654399151802063
25500,-1.0177298784255981,8.260322118759156,,
26000,-1.1420350074768066,8.384627064228058,,
26500,-1.0078272819519043,8.25041923570633,,
27000,-0.9816940426826477,8.224285922527313,,
27500,-1.0749205350875854,8.317512173652648,,
28000,-1.0614173412322998,8.304009720802307,,
28500,-1.0408825874328613,8.283474720478058,,
29000,-1.0226104259490967,8.265202493667603,,
29500,-1.0688477754592896,8.311439654827119,,
30000,-1.0776655673980713,8.320257207870483,,
30000,,,7.928358175754547,-0.6857663178443909
30500,-1.0996885299682617,8.342280438899994,,
31000,-1.0431692600250244,8.28576131439209,,
31500,-0.9323897361755371,8.174981526374816,,
32000,-1.0448123216629028,8.287404282569884,,
32500,-1.0457897186279297,8.28838144350052,,
33000,-0.9990127682685852,8.241604254245757,,
33500,-1.0288316011428833,8.271423215389252,,
34000,-0.9391740560531616,8.181765538215638,,
34500,-0.9481043219566345,8.190695775985718,,
35000,-0.9675369262695312,8.210128994464874,,
35000,,,7.7664533042907715,-0.5238614463806153
35500,-0.9987792372703552,8.241371144294739,,
36000,-1.0705009698867798,8.31309298992157,,
36500,-0.9814274311065674,8.22401949262619,,
37000,-1.0326741933822632,8.275266448736192,,
37500,-0.9649855494499207,8.207577040672302,,
38000,-0.9077735543251038,8.15036545228958,,
38500,-0.8409937620162964,8.083585484981537,,
39000,-0.8864595890045166,8.129051558971405,,
39500,-0.9210060834884644,8.163597695827484,,
40000,-0.9630925059318542,8.20568466424942,,
40000,,,7.686182173490525,-0.44359031558036804
40500,-0.9604359269142151,8.20302740097046,,
41000,-0.9391587972640991,8.18175057554245,,
41500,-0.8852586150169373,8.127850399494172,,
42000,-1.0065287351608276,8.249120641708375,,
42500,-0.9923439621925354,8.234935368537903,,
43000,-0.8635305762290955,8.106122595310211,,
43500,-0.9286391735076904,8.171230719566346,,
44000,-0.9256390333175659,8.168231150627136,,
44500,-0.8891777396202087,8.131769494056702,,
45000,-0.9140955209732056,8.156687272071839,,
45000,,,7.693421269655228,-0.4508294117450714
45500,-0.8853515386581421,8.127943280696869,,
46000,-0.8782824277877808,8.120874377250672,,
46500,-0.9314770698547363,8.174069253921509,,
47000,-0.9545345902442932,8.197126769542693,,
47500,-0.7800334095954895,8.022625288963319,,
48000,-0.9076521396636963,8.150243569850922,,
48500,-0.8409892320632935,8.08358046245575,,
49000,-0.7971982359886169,8.039790264606475,,
49500,-0.879081130027771,8.121672852516173,,
50000,-0.8535681962966919,8.096159941673278,,
50000,,,7.607669181823731,-0.3650773239135742
50500,-0.7938743829727173,8.036466488838196,,
51000,-0.8821865916252136,8.124778107643127,,