Reinforcement Learning
stable-baselines3
deep-reinforcement-learning
fluidgym
active-flow-control
fluid-dynamics
simulation
CylinderRot2D-easy-v0
Eval Results (legacy)
Instructions to use safe-autonomous-systems/sac-CylinderRot2D-easy-v0 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- stable-baselines3
How to use safe-autonomous-systems/sac-CylinderRot2D-easy-v0 with stable-baselines3:
from huggingface_sb3 import load_from_hub checkpoint = load_from_hub( repo_id="safe-autonomous-systems/sac-CylinderRot2D-easy-v0", filename="{MODEL FILENAME}.zip", ) - Notebooks
- Google Colab
- Kaggle
| drag,lift,action_0,reward | |
| 3.3690853,1.165111,0.26336372,-1.2060407400131226 | |
| 3.3105547,1.0537039,0.9728193,-1.0361031293869019 | |
| 3.2209613,0.9643213,0.96762705,-0.8571271300315857 | |
| 3.1772137,0.7588408,-0.48341358,-0.6078989505767822 | |
| 3.208671,0.43727806,-0.47303385,-0.3177936375141144 | |
| 3.2584875,0.18198596,0.3992486,-0.11231790482997894 | |
| 3.2704217,-0.029042816,0.36386144,0.02869095839560032 | |
| 3.2627013,-0.24804871,-0.6632104,-0.18259446322917938 | |
| 3.248175,-0.39231697,-0.7064867,-0.31233635544776917 | |
| 3.234714,-0.37557596,0.021999478,-0.282134473323822 | |
| 3.2226703,-0.2615449,0.42291617,-0.15605971217155457 | |
| 3.213741,-0.14443603,-0.17636222,-0.030021578073501587 | |
| 3.2063642,-0.056739952,-0.47722197,0.06505140662193298 | |
| 3.210921,0.02713374,0.00432992,0.0901007279753685 | |
| 3.214516,0.10850597,0.8361199,0.005133621394634247 | |
| 3.2037597,0.16431256,0.6138685,-0.03991670906543732 | |
| 3.1848466,0.13827237,-0.33909035,0.005036503076553345 | |
| 3.1756072,0.08698392,-0.21510625,0.06556439399719238 | |
| 3.1783698,0.049408626,0.2198391,0.10037712752819061 | |
| 3.1764166,-0.004146499,0.45072126,0.14759238064289093 | |
| 3.1766088,-0.07953535,-0.30226988,0.07201136648654938 | |
| 3.1736662,-0.15933731,-0.70359623,-0.00484803318977356 | |
| 3.1691852,-0.16607639,-0.15494305,-0.007106035947799683 | |
| 3.1599054,-0.11450166,0.2623601,0.053748421370983124 | |
| 3.1529732,-0.07277974,-0.033056796,0.10240260511636734 | |
| 3.150887,-0.035098854,-0.31198847,0.14216965436935425 | |
| 3.1562712,-0.0063190293,-0.42296767,0.16556526720523834 | |
| 3.1666644,0.027203389,0.49037075,0.1342877745628357 | |
| 3.1623414,0.07457314,0.6458988,0.0912410244345665 | |
| 3.1474965,0.08617967,0.21896255,0.09447938203811646 | |
| 3.132957,0.07859829,-0.29293442,0.11660024523735046 | |
| 3.1336238,0.058847114,-0.060714066,0.1356845647096634 | |
| 3.1398387,0.030724902,0.3298185,0.15759192407131195 | |
| 3.1445856,-0.013235309,0.32426465,0.170334592461586 | |
| 3.1492333,-0.07017399,-0.36507273,0.1087481826543808 | |
| 3.1489697,-0.1253029,-0.624071,0.05388297140598297 | |
| 3.1443033,-0.13238439,-0.110993445,0.05146780610084534 | |
| 3.1355188,-0.09317028,0.3294301,0.09946645051240921 | |
| 3.1297722,-0.06604772,-0.14955628,0.1323356032371521 | |
| 3.1300821,-0.044322688,-0.32951093,0.1537507027387619 | |
| 3.1397166,-0.009693783,-0.32227808,0.1787451058626175 | |
| 3.1533246,0.022938944,0.42061305,0.15189197659492493 | |
| 3.1520553,0.062733136,0.5885211,0.11336711794137955 | |
| 3.1387498,0.09092479,0.3034004,0.09848088771104813 | |
| 3.1250675,0.10009094,-0.30847418,0.10299710184335709 | |
| 3.1248486,0.08264981,-0.09129161,0.12065710127353668 | |
| 3.1317837,0.05559631,0.30197883,0.14077548682689667 | |
| 3.1370525,0.0076949177,0.36457098,0.18340806663036346 | |
| 3.1435332,-0.052486554,-0.26579094,0.13213573396205902 | |
| 3.1458228,-0.11158616,-0.61224604,0.07074659317731857 | |
| 3.1431189,-0.12832971,-0.19629312,0.056706950068473816 | |
| 3.135169,-0.09590803,0.31182528,0.09707845747470856 | |
| 3.1288958,-0.070691295,-0.09910852,0.12856847047805786 | |
| 3.1290681,-0.046461683,-0.24102491,0.1526256948709488 | |
| 3.1381054,-0.013511017,-0.44529402,0.1765391081571579 | |
| 3.152806,0.01754649,0.3621155,0.1578029841184616 | |
| 3.1536193,0.06304144,0.56055164,0.11149478703737259 | |
| 3.142409,0.0930635,0.406986,0.09268292784690857 | |
| 3.1281557,0.110302635,-0.24372947,0.08969717472791672 | |
| 3.1255465,0.094139926,-0.1784671,0.10846913605928421 | |
| 3.132818,0.06649912,0.24678087,0.1288384199142456 | |
| 3.1383832,0.021671696,0.42465758,0.16810066998004913 | |
| 3.1452465,-0.041695397,-0.17929375,0.14121361076831818 | |
| 3.1479602,-0.106010094,-0.5743765,0.07418523728847504 | |
| 3.1468093,-0.12705363,-0.281731,0.05429254472255707 | |
| 3.1396368,-0.10241944,0.22383451,0.08609931915998459 | |
| 3.132732,-0.07574966,0.00013685226,0.1196739450097084 | |
| 3.1326,-0.045933075,-0.1807127,0.14962238073349 | |
| 3.1400871,-0.017944116,-0.5220319,0.17012427747249603 | |
| 3.1537695,0.01386184,0.2952193,0.1605241894721985 | |
| 3.156369,0.06450445,0.5291772,0.10728209465742111 | |
| 3.1470108,0.09589038,0.4846841,0.08525433391332626 | |
| 3.132111,0.11823036,-0.16794318,0.07781408727169037 | |
| 3.127554,0.10350208,-0.23244357,0.09709949791431427 | |
| 3.1340773,0.07483491,0.18717623,0.11924329400062561 | |
| 3.1400669,0.02816575,0.42064464,0.15992289781570435 | |
| 3.146403,-0.035311706,-0.044001877,0.14644074440002441 | |
| 3.1507788,-0.09970714,-0.54461384,0.07766960561275482 | |
| 3.1499777,-0.13124876,-0.39958996,0.04692907631397247 | |
| 3.143081,-0.11248449,0.17913651,0.07259007543325424 | |