0/training_log.csv

step,training/mean_reward,training/mean_nusselt,evaluation/mean_nusselt,evaluation/mean_reward
500,-0.7681800723075867,7.1969321541786195,,
1000,-0.8298431038856506,7.258594990730286,,
1500,-0.8253182768821716,7.254070621490478,,
2000,-0.7679123878479004,7.196664053440094,,
2500,-0.7158703207969666,7.144622004985809,,
3000,-0.7279182076454163,7.156669992923737,,
3500,-0.6647254824638367,7.093477361679077,,
4000,-0.7002159357070923,7.128968237400055,,
4500,-0.6637734770774841,7.092525233745575,,
5000,-0.6980246901512146,7.126776785850525,,
5000,,,6.852556977272034,-0.4238050317764282
5500,-0.6198077201843262,7.048559735298157,,
6000,-0.6358733773231506,7.06462499666214,,
6500,-0.5201482176780701,6.9489002017974855,,
7000,-0.5216600894927979,6.950412162780761,,
7500,-0.544160008430481,6.972911931991577,,
8000,-0.4058149456977844,6.834566713809967,,
8500,-0.29586100578308105,6.724612617015839,,
9000,-0.3550371825695038,6.783789089679718,,
9500,-0.2577016353607178,6.6864534244537355,,
10000,-0.38814783096313477,6.816899835586548,,
10000,,,6.355346865653992,0.07340507984161376
10500,-0.06201741844415665,6.490769320011139,,
11000,-0.11481174826622009,6.543563798904419,,
11500,0.009976822882890701,6.418775121212006,,
12000,-0.23432698845863342,6.6630789699554445,,
12500,-0.12967050075531006,6.5584224152565005,,
13000,0.068963423371315,6.359788496494293,,
13500,0.20072519779205322,6.228026862621308,,
14000,0.1736329346895218,6.255119017124176,,
14500,0.11872345209121704,6.31002845621109,,
15000,-0.07274285703897476,6.501494737625122,,
15000,,,6.660986459255218,-0.23223451375961304
15500,-0.047994766384363174,6.476746767997741,,
16000,0.05341209098696709,6.375339805603027,,
16500,0.06132823973894119,6.367423714637757,,
17000,0.13469082117080688,6.294061147212982,,
17500,0.1357339471578598,6.293017997264862,,
18000,0.08546359837055206,6.343288404941559,,
18500,0.057750627398490906,6.371001334667206,,
19000,0.2901041805744171,6.138647789955139,,
19500,0.09543727338314056,6.333314666748047,,
20000,0.14586010575294495,6.282891802310943,,
20000,,,6.49604380607605,-0.06729186058044434
20500,0.2812983989715576,6.147453672409058,,
21000,0.19495393335819244,6.233798006057739,,
21500,0.24674011766910553,6.182011867046357,,
22000,0.28722304105758667,6.141528845310211,,
22500,0.2972092628479004,6.131542349338532,,
23000,0.17538410425186157,6.25336786699295,,
23500,0.24853681027889252,6.18021516752243,,
24000,0.08753027021884918,6.341221681118012,,
24500,0.21806076169013977,6.210691219806671,,
25000,0.27174046635627747,6.157011436462402,,
25000,,,6.165662280321121,0.26308966517448423
25500,0.2627500295639038,6.166001906394959,,
26000,0.3240123987197876,6.104739414691925,,
26500,0.2511942684650421,6.177557719230652,,
27000,0.44953247904777527,5.97921968460083,,
27500,0.11418244242668152,6.314569455146789,,
28000,0.28919705748558044,6.1395548987388615,,
28500,0.3668634295463562,6.061888507366181,,
29000,0.4925463795661926,5.936205632209778,,
29500,0.4438227713108063,5.984929268836975,,
30000,0.4980955719947815,5.93065644788742,,
30000,,,5.869205667972564,0.5595462775230408
30500,0.4441641569137573,5.98458779001236,,
31000,0.397310346364975,6.031441681861877,,
31500,0.28260675072669983,6.146145167350769,,
32000,0.528974175453186,5.899777611732483,,
32500,0.37356603145599365,6.055185781002045,,
33000,0.7208037972450256,5.70794807100296,,
33500,0.4644431173801422,5.964308860778808,,
34000,0.6461784839630127,5.782573279380799,,
34500,0.38879597187042236,6.039955655097962,,
35000,0.8044957518577576,5.624256050109863,,
35000,,,5.713079787492752,0.7156721580028534
35500,0.4127906560897827,6.0159613571167,,
36000,0.6496511697769165,5.779100295066834,,
36500,0.5591103434562683,5.8696413779258725,,
37000,0.7599068284034729,5.668845056056976,,
37500,0.7716806530952454,5.6570709309577945,,
38000,0.6026236414909363,5.826128480434417,,
38500,0.5543068051338196,5.874444927692413,,
39000,0.6559920310974121,5.772760107994079,,
39500,0.7566653490066528,5.672086676120758,,
40000,0.5153783559799194,5.913373659610748,,
40000,,,5.5188565135002134,0.9098954319953918
40500,0.7366106510162354,5.692141589164734,,
41000,0.8550500869750977,5.57370154762268,,
41500,0.7055432200431824,5.723208565711975,,
42000,0.6522449851036072,5.776506571769715,,
42500,0.7174767255783081,5.711275663375854,,
43000,0.774631142616272,5.654120768547058,,
43500,0.6134013533592224,5.815350342750549,,
44000,0.7557146549224854,5.673037151813507,,
44500,0.5398921370506287,5.888860004425049,,
45000,0.7458382844924927,5.682913815498352,,
45000,,,5.4210289454460145,1.0077230000495911
45500,0.6136435270309448,5.81510820388794,,
46000,0.6854690909385681,5.74328249168396,,
46500,0.6250193119049072,5.803732564926148,,
47000,0.6978232264518738,5.730928762435913,,
47500,0.5860145688056946,5.842737522602081,,
48000,0.627072274684906,5.801679430007934,,
48500,0.5421213507652283,5.886630502700806,,
49000,0.848892092704773,5.579859902381897,,
49500,0.6769881844520569,5.751763903617859,,
50000,0.931243360042572,5.497508425235749,,
50000,,,5.414797246456146,1.0139546990394592