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 | |
| 3.363672,1.1886902,0.4570353,-1.2242066860198975 | |
| 3.3009932,1.0807725,0.69775045,-1.0536102056503296 | |
| 3.2228494,0.9194963,0.59724045,-0.814190149307251 | |
| 3.185125,0.704897,0.06991708,-0.5618665814399719 | |
| 3.2132306,0.42924976,-0.21702886,-0.31432485580444336 | |
| 3.2650633,0.19527517,0.37033236,-0.13218294084072113 | |
| 3.292726,-0.0007599979,-0.14468545,0.034669481217861176 | |
| 3.2883084,-0.19159706,-0.3906014,-0.15174992382526398 | |
| 3.2685907,-0.27263057,-0.342759,-0.2130657434463501 | |
| 3.242927,-0.25651616,-0.1322341,-0.17128771543502808 | |
| 3.227271,-0.1819087,-0.06292987,-0.08102425932884216 | |
| 3.2283404,-0.094177835,-0.20734811,0.0056372955441474915 | |
| 3.2378638,-0.0014958241,0.018954754,0.08879591524600983 | |
| 3.2402697,0.09649335,0.30333495,-0.008607491850852966 | |
| 3.2272005,0.17379756,0.47394216,-0.0728425532579422 | |
| 3.2052422,0.21923122,0.30202556,-0.09631785750389099 | |
| 3.190554,0.21543989,0.05642271,-0.07783827185630798 | |
| 3.1911864,0.16689491,0.030758142,-0.029925823211669922 | |
| 3.1998544,0.08501412,0.099660516,0.04328702390193939 | |
| 3.2042236,-0.01847845,-0.010776639,0.10545343160629272 | |
| 3.2016191,-0.11617971,-0.21447736,0.010356657207012177 | |
| 3.190965,-0.17236897,-0.27599537,-0.03517839312553406 | |
| 3.1777146,-0.17457555,-0.2000897,-0.024134621024131775 | |
| 3.1688693,-0.1420912,-0.16789287,0.01719506084918976 | |
| 3.1700194,-0.090393886,-0.11217511,0.0677422434091568 | |
| 3.1772375,-0.025841366,-0.059072018,0.12507663667201996 | |
| 3.1818664,0.041026443,0.09182072,0.10526266694068909 | |
| 3.1769183,0.1091736,0.29553545,0.042063646018505096 | |
| 3.162494,0.16734788,0.32251573,-0.0016863048076629639 | |
| 3.1477685,0.19017589,0.13941514,-0.009788870811462402 | |
| 3.1426842,0.17302367,0.09424603,0.012447625398635864 | |
| 3.1488903,0.13180245,0.16917253,0.04746280610561371 | |
| 3.158352,0.067677505,0.09385812,0.1021261140704155 | |
| 3.164895,-0.012486402,-0.09820461,0.1507740616798401 | |
| 3.1649065,-0.08042946,-0.2037093,0.08281955868005753 | |
| 3.1571927,-0.11974808,-0.2165826,0.051214732229709625 | |
| 3.1471207,-0.13633204,-0.20748878,0.044702768325805664 | |
| 3.1421008,-0.12898381,-0.14223695,0.05707089602947235 | |
| 3.1456578,-0.096918546,-0.123744965,0.08557919412851334 | |
| 3.1535845,-0.048107963,-0.046943724,0.12646307051181793 | |
| 3.1587017,0.013363008,0.09618509,0.1560908555984497 | |
| 3.1556625,0.08198061,0.2671311,0.09051237255334854 | |
| 3.14471,0.14378175,0.26189375,0.03966370224952698 | |
| 3.1331453,0.17501348,0.1313355,0.019996702671051025 | |
| 3.1292632,0.1707029,0.11050379,0.02818945050239563 | |
| 3.1345086,0.13780369,0.15423322,0.05584321916103363 | |
| 3.1436005,0.077930324,0.08833146,0.10662472993135452 | |
| 3.1510973,0.002871989,-0.06445956,0.17418622970581055 | |
| 3.1535294,-0.064618416,-0.18211532,0.11000769585371017 | |
| 3.1485558,-0.10997563,-0.2027725,0.06962413340806961 | |
| 3.1404297,-0.13475801,-0.20964527,0.052967771887779236 | |
| 3.1356015,-0.13632065,-0.1397506,0.056233346462249756 | |
| 3.1382442,-0.111866556,-0.123854816,0.07804480940103531 | |
| 3.1456652,-0.069237344,-0.06379163,0.11325300484895706 | |
| 3.1517296,-0.011650677,0.06110871,0.16477525234222412 | |
| 3.15104,0.057172306,0.2450583,0.11994313448667526 | |
| 3.1424773,0.12332731,0.25293207,0.062350936233997345 | |
| 3.1318045,0.16359444,0.1517297,0.032756611704826355 | |
| 3.126916,0.16828993,0.083697915,0.03294965624809265 | |
| 3.1307034,0.14286107,0.16225326,0.05459100008010864 | |
| 3.138996,0.08920585,0.08892596,0.0999537780880928 | |
| 3.1467798,0.015254888,-0.02289462,0.16612085700035095 | |
| 3.1507897,-0.054099664,-0.16841263,0.12326611578464508 | |
| 3.1478875,-0.104445964,-0.18791294,0.07582208514213562 | |
| 3.1404114,-0.13332462,-0.21492302,0.054419517517089844 | |
| 3.1348844,-0.14084356,-0.14726222,0.05242760479450226 | |
| 3.1360974,-0.12133246,-0.12366569,0.07072562724351883 | |
| 3.1427164,-0.08282203,-0.08136588,0.10261707752943039 | |
| 3.1493933,-0.02905874,0.026575208,0.14970345795154572 | |
| 3.1505089,0.037908528,0.21473742,0.13973811268806458 | |
| 3.14375,0.105914705,0.2543193,0.07849086076021194 | |
| 3.1334264,0.15346429,0.17974186,0.04126480221748352 | |
| 3.1270359,0.1657954,0.06721461,0.03532426059246063 | |
| 3.128913,0.14741106,0.16604292,0.051831528544425964 | |
| 3.1365042,0.10036156,0.0904659,0.09128978103399277 | |
| 3.1447356,0.028500991,0.015098691,0.15491895377635956 | |
| 3.1500635,-0.042103842,-0.15037876,0.13598816096782684 | |
| 3.1480682,-0.096868865,-0.17674875,0.08321846276521683 | |
| 3.1410887,-0.12972459,-0.22020066,0.057342201471328735 | |
| 3.135442,-0.1422391,-0.15550756,0.05047440528869629 | |