Reinforcement Learning
stable-baselines3
deep-reinforcement-learning
fluidgym
active-flow-control
fluid-dynamics
simulation
CylinderJet2D-easy-v0
Eval Results (legacy)
Instructions to use safe-autonomous-systems/ppo-CylinderJet2D-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/ppo-CylinderJet2D-easy-v0 with stable-baselines3:
from huggingface_sb3 import load_from_hub checkpoint = load_from_hub( repo_id="safe-autonomous-systems/ppo-CylinderJet2D-easy-v0", filename="{MODEL FILENAME}.zip", ) - Notebooks
- Google Colab
- Kaggle
| drag,lift,action_0,reward | |
| 3.370553,1.312814,-0.09602679,-1.3552114963531494 | |
| 3.3140721,1.7720689,-0.51792806,-1.7579854726791382 | |
| 3.2216039,1.5371655,-0.70458215,-1.4306138753890991 | |
| 3.1496422,0.85999167,-0.47764838,-0.6814783811569214 | |
| 3.1435826,0.15250069,0.006271261,0.032072246074676514 | |
| 3.20779,-0.33448696,0.44199753,-0.21412134170532227 | |
| 3.2667882,-0.5621157,0.59290725,-0.5007484555244446 | |
| 3.2726276,-0.5395386,0.39036125,-0.4840106964111328 | |
| 3.2344353,-0.4102329,-0.009164145,-0.31651270389556885 | |
| 3.201957,-0.34932348,-0.30976546,-0.22312495112419128 | |
| 3.202177,-0.2240216,-0.39116347,-0.09804312884807587 | |
| 3.221391,-0.20004669,-0.16535656,-0.09328213334083557 | |
| 3.2279727,-0.1431004,0.1986933,-0.04291762411594391 | |
| 3.2159069,-0.032424435,0.46532997,0.07982422411441803 | |
| 3.213719,0.3585292,0.3300968,-0.24409258365631104 | |
| 3.2273107,0.8201808,-0.1696515,-0.7193359136581421 | |
| 3.2099524,0.8692859,-0.5967509,-0.751082718372345 | |
| 3.1580658,0.73603386,-0.7444516,-0.5659441351890564 | |
| 3.1263576,0.40960756,-0.50087416,-0.20780959725379944 | |
| 3.1270769,0.054876823,0.0023241201,0.14620183408260345 | |
| 3.1610248,-0.3479437,0.5651396,-0.1808129847049713 | |
| 3.1838505,-0.5282838,0.83062136,-0.38397878408432007 | |
| 3.1925004,-0.34485736,0.58127385,-0.20920220017433167 | |
| 3.173463,-0.009654016,-0.043258045,0.1450383961200714 | |
| 3.1525748,0.0813629,-0.57801497,0.09421783685684204 | |
| 3.153759,0.17988731,-0.81218696,-0.005490794777870178 | |
| 3.1775527,-0.0369279,-0.5028053,0.11367491632699966 | |
| 3.1825383,-0.23575401,0.12831704,-0.09013676643371582 | |
| 3.1752157,-0.34762958,0.73005843,-0.1946897804737091 | |
| 3.1758893,-0.24534786,0.91719276,-0.09308159351348877 | |
| 3.213136,0.38074073,0.37827113,-0.2657211720943451 | |
| 3.219817,0.6044741,-0.35539144,-0.49613553285598755 | |
| 3.1942742,0.69399494,-0.94657975,-0.5601136088371277 | |
| 3.1655636,0.44276416,-1.0,-0.2801722288131714 | |
| 3.173935,0.24849504,-0.61747444,-0.09427446126937866 | |
| 3.1797822,-0.103489034,0.12008704,0.0448843315243721 | |
| 3.2120945,-0.42892593,0.8607602,-0.3128649592399597 | |
| 3.2210488,-0.1894575,1.0,-0.08235082030296326 | |
| 3.2415142,-0.3593444,0.8520687,-0.2727030813694 | |
| 3.232676,0.10100437,0.11985721,-0.005524881184101105 | |
| 3.2070293,0.29189542,-0.6367784,-0.17076924443244934 | |
| 3.1867723,0.25647455,-1.0,-0.11509138345718384 | |
| 3.213134,0.40271232,-1.0,-0.2876908481121063 | |
| 3.2216504,0.11059826,-0.42586547,-0.004093103110790253 | |
| 3.18883,-0.025806623,0.31789288,0.11351899802684784 | |
| 3.198289,-0.29182056,0.980523,-0.16195395588874817 | |
| 3.2293854,-0.04700686,1.0,0.05176328122615814 | |
| 3.2576678,0.33093753,0.4222153,-0.2604497969150543 | |
| 3.2286687,0.43213516,-0.32883465,-0.3326483368873596 | |
| 3.1926599,0.53173554,-0.95926964,-0.39623987674713135 | |
| 3.166165,0.22747982,-1.0,-0.06548941135406494 | |
| 3.1788986,0.0941075,-0.6269414,0.055149443447589874 | |
| 3.189645,-0.2367065,0.13222286,-0.09819602966308594 | |
| 3.209826,-0.44862044,0.8606209,-0.33029091358184814 | |
| 3.2061436,-0.15163803,1.0,-0.029626131057739258 | |
| 3.2254944,-0.26088312,0.84218436,-0.1582219898700714 | |
| 3.2351165,0.22571632,0.09720042,-0.13267728686332703 | |
| 3.2209485,0.39889705,-0.6623246,-0.29168999195098877 | |
| 3.1913593,0.28284007,-1.0,-0.1460438370704651 | |
| 3.2002072,0.40341407,-1.0,-0.27546578645706177 | |
| 3.2028604,0.19824344,-0.5010611,-0.07294827699661255 | |
| 3.1772768,0.046304025,0.20304966,0.10457464307546616 | |
| 3.2007244,-0.30180514,0.9121031,-0.17437398433685303 | |
| 3.2235975,-0.07547573,1.0,0.02908226102590561 | |
| 3.2461324,0.0075674844,0.6510035,0.07445565611124039 | |
| 3.2223277,0.32179976,-0.108837426,-0.2159719467163086 | |
| 3.1867263,0.37127316,-0.76744807,-0.22984397411346436 | |
| 3.1576958,0.26988572,-1.0,-0.09942597150802612 | |
| 3.1767895,0.2126987,-0.79874206,-0.06133270263671875 | |
| 3.1844606,-0.15855363,-0.09256634,-0.014858752489089966 | |
| 3.186585,-0.31244147,0.6496906,-0.17087090015411377 | |
| 3.1839397,-0.22143558,1.0,-0.07721975445747375 | |
| 3.2174315,-0.21986392,0.93382597,-0.10913994908332825 | |
| 3.246846,0.41022307,0.15831761,-0.32891350984573364 | |
| 3.221353,0.42795116,-0.5734456,-0.32114869356155396 | |
| 3.1834831,0.381924,-1.0,-0.23725160956382751 | |
| 3.1806018,0.34202164,-1.0,-0.1944679617881775 | |
| 3.1894176,0.13355632,-0.5241587,0.005181595683097839 | |
| 3.1790295,-0.08799328,0.20280005,0.061132773756980896 | |
| 3.2037072,-0.3797165,0.9039313,-0.2552681863307953 | |