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 | |
| 3.3706439,1.1584587,0.20862556,-1.2009470462799072 | |
| 3.315019,1.0364485,0.9725661,-1.0233118534088135 | |
| 3.2251942,0.93875426,0.96544075,-0.8357929587364197 | |
| 3.1795337,0.734517,-0.3913952,-0.5858951807022095 | |
| 3.2087793,0.43655646,-0.3730994,-0.3171802759170532 | |
| 3.260454,0.20218574,0.31353378,-0.1344841569662094 | |
| 3.2771552,0.0006534615,0.28544903,0.050346896052360535 | |
| 3.2688549,-0.22083816,-0.7346703,-0.16153749823570251 | |
| 3.2535095,-0.37593186,-0.6011903,-0.30128586292266846 | |
| 3.2392757,-0.35453886,0.15427887,-0.26565903425216675 | |
| 3.2269304,-0.24789542,0.24122131,-0.14667028188705444 | |
| 3.2182543,-0.13766965,-0.18900663,-0.027768462896347046 | |
| 3.2136583,-0.034084216,-0.37522423,0.08041296899318695 | |
| 3.2195177,0.04955181,0.058600903,0.05908599868416786 | |
| 3.219873,0.12744169,0.8632375,-0.019159123301506042 | |
| 3.2057314,0.18480584,0.53570175,-0.06238171458244324 | |
| 3.1869648,0.1627053,-0.29826558,-0.021514534950256348 | |
| 3.181233,0.119273014,-0.16299218,0.027649573981761932 | |
| 3.1844928,0.07902994,0.21860194,0.06463275104761124 | |
| 3.181537,0.012768014,0.32583404,0.1338505893945694 | |
| 3.1796985,-0.07833683,-0.3456092,0.07012022286653519 | |
| 3.1758966,-0.16061777,-0.5987803,-0.008358895778656006 | |
| 3.1710727,-0.16189413,-0.067304015,-0.004811331629753113 | |
| 3.1623404,-0.110765465,0.16160536,0.055049650371074677 | |
| 3.1568418,-0.06467486,-0.060749173,0.10663890093564987 | |
| 3.1555595,-0.017377125,-0.30540133,0.15521885454654694 | |
| 3.1616185,0.016784387,-0.28046972,0.1497526615858078 | |
| 3.1684506,0.056181874,0.5233511,0.10352304577827454 | |
| 3.1606157,0.10756046,0.6253718,0.05997937172651291 | |
| 3.1443427,0.12016587,0.10243487,0.06364698708057404 | |
| 3.1327586,0.11136227,-0.21065557,0.08403462916612625 | |
| 3.136924,0.09947635,0.06021774,0.09175513684749603 | |
| 3.1432083,0.05867461,0.20776904,0.12627264857292175 | |
| 3.1477349,4.142016e-05,0.27185476,0.1803792119026184 | |
| 3.1504216,-0.063945524,-0.43742782,0.11378837376832962 | |
| 3.14794,-0.12183329,-0.44350302,0.0583823099732399 | |
| 3.1425292,-0.11991259,-0.06470835,0.06571368128061295 | |
| 3.1351044,-0.08943204,0.17757821,0.1036190614104271 | |
| 3.1315405,-0.05603445,-0.11459589,0.14058053493499756 | |
| 3.1337,-0.025108937,-0.34099042,0.16934669017791748 | |
| 3.14278,0.00826294,-0.17153478,0.17711251974105835 | |
| 3.1514957,0.04824722,0.43997395,0.12841260433197021 | |
| 3.1465478,0.09179771,0.54827714,0.08981001377105713 | |
| 3.1327856,0.1207329,0.1889224,0.07463705539703369 | |
| 3.1221156,0.12645334,-0.24061728,0.07958656549453735 | |
| 3.1254103,0.1179495,0.07248473,0.08479569852352142 | |
| 3.1327372,0.08413277,0.18327522,0.11128558963537216 | |
| 3.138121,0.023218114,0.28734446,0.16681651771068573 | |
| 3.1432714,-0.040586486,-0.3311479,0.14429758489131927 | |
| 3.143274,-0.1026621,-0.44917917,0.08221934735774994 | |
| 3.1395319,-0.11822237,-0.15636188,0.07040129601955414 | |
| 3.1327307,-0.09638601,0.21643841,0.09903878718614578 | |
| 3.1284773,-0.06617313,-0.09440225,0.13350504636764526 | |
| 3.129616,-0.03319302,-0.24262506,0.16534647345542908 | |
| 3.1378667,0.0025768918,-0.3288927,0.1877118945121765 | |
| 3.1489284,0.038228903,0.3654313,0.1409982144832611 | |
| 3.147218,0.0874642,0.5531635,0.09347333014011383 | |
| 3.1353784,0.12190769,0.32340658,0.07086946815252304 | |
| 3.1231902,0.1329282,-0.254308,0.07203716039657593 | |
| 3.1234577,0.12586515,0.013569474,0.0788327008485794 | |
| 3.1310496,0.10135492,0.16779828,0.09575096517801285 | |
| 3.1370745,0.038088,0.28473282,0.15299305319786072 | |
| 3.1430085,-0.028935237,-0.16242725,0.15621180832386017 | |
| 3.14505,-0.09284292,-0.46612358,0.09026254713535309 | |
| 3.1423626,-0.12016651,-0.23930252,0.06562641263008118 | |
| 3.135871,-0.10274952,0.16090548,0.08953506499528885 | |
| 3.1306458,-0.072882384,-0.013964891,0.12462738156318665 | |
| 3.1309905,-0.03804928,-0.1864922,0.159115731716156 | |
| 3.1376696,-0.0043308437,-0.39396316,0.18615511059761047 | |
| 3.148888,0.029141357,0.23737276,0.15012605488300323 | |
| 3.1501591,0.07883158,0.5384046,0.09916481375694275 | |
| 3.1401305,0.11936945,0.4448731,0.06865555047988892 | |
| 3.126612,0.1360258,-0.2030353,0.06551776826381683 | |
| 3.1238744,0.12971811,-0.060774148,0.07456298172473907 | |
| 3.1311743,0.111898065,0.1450988,0.08508312702178955 | |
| 3.1374426,0.050243173,0.25937188,0.1404697597026825 | |
| 3.143568,-0.0170826,0.011719346,0.16750487685203552 | |
| 3.1468384,-0.081739575,-0.47930455,0.09957751631736755 | |
| 3.1445944,-0.120524906,-0.3051309,0.06303618103265762 | |
| 3.1385672,-0.10744274,0.08174646,0.0821455717086792 | |