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 | |
| 3.3538191,1.7720578,-0.34170094,-1.7977213859558105 | |
| 3.2687907,2.1656125,-0.7946635,-2.106247663497925 | |
| 3.1732805,1.8535455,-0.86864895,-1.698670506477356 | |
| 3.1109118,1.056225,-0.42646557,-0.8389812707901001 | |
| 3.109517,0.47473624,0.14259636,-0.25609782338142395 | |
| 3.2031534,-0.033402227,0.6033382,0.09159991890192032 | |
| 3.295368,-0.41630614,0.76250535,-0.3835185766220093 | |
| 3.3192565,-0.42416847,0.468339,-0.41526949405670166 | |
| 3.2689934,-0.28810847,-0.08441327,-0.22894632816314697 | |
| 3.2308154,-0.022823691,-0.6336303,0.0745164155960083 | |
| 3.2358081,0.119744584,-0.8264171,-0.02739720046520233 | |
| 3.275019,-0.1305656,-0.41558966,-0.07742901146411896 | |
| 3.2709954,-0.26514265,0.25873438,-0.20798251032829285 | |
| 3.2379284,-0.18605468,0.7595215,-0.09582754969596863 | |
| 3.2288659,0.017159158,0.8083699,0.08213049918413162 | |
| 3.26499,0.4362511,0.2959076,-0.3730856776237488 | |
| 3.2639918,0.44762102,-0.30340964,-0.38345733284950256 | |
| 3.2364256,0.83762455,-0.9851305,-0.7458946704864502 | |
| 3.2087905,0.4479602,-1.0,-0.32859522104263306 | |
| 3.213877,0.30849147,-0.6409215,-0.1942129135131836 | |
| 3.218162,-0.1687084,0.14100717,-0.05871494114398956 | |
| 3.2290618,-0.33924904,0.7982387,-0.24015536904335022 | |
| 3.23268,-0.30117747,1.0,-0.2057020366191864 | |
| 3.2511554,-0.3828604,0.8320071,-0.3058602511882782 | |
| 3.2305658,-0.051262073,0.17452069,0.046327657997608185 | |
| 3.1931317,0.055305503,-0.49162024,0.07971832901239395 | |
| 3.191728,0.34951934,-1.0,-0.21309193968772888 | |
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| 3.2489119,0.080633216,-0.42761126,-0.0013895556330680847 | |
| 3.2022119,0.020385522,0.28020296,0.10555814206600189 | |
| 3.189198,-0.07573615,0.8478157,0.06322135031223297 | |
| 3.2161162,-0.10681481,0.99487233,0.0052245184779167175 | |
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| 3.1752238,0.19742897,-1.0,-0.044497281312942505 | |
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| 3.217023,-0.2918121,0.004090657,-0.18067947030067444 | |
| 3.2230105,-0.40690067,0.7246281,-0.3017556965351105 | |
| 3.2071893,-0.24819633,1.0,-0.12723013758659363 | |
| 3.2301319,-0.41056585,0.9811168,-0.312542200088501 | |
| 3.2471118,0.085911594,0.31231436,-0.004867874085903168 | |
| 3.2043889,-0.04917982,-0.28404027,0.07458683848381042 | |
| 3.2126393,0.4797545,-1.0,-0.36423832178115845 | |
| 3.2185454,0.14138506,-1.0,-0.03177498281002045 | |
| 3.2250972,0.3602671,-0.7755933,-0.25720876455307007 | |
| 3.2051013,0.09205393,-0.102053516,0.03100033849477768 | |
| 3.1944778,-0.041646767,0.5869462,0.09203095734119415 | |
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| 3.2484233,-0.20876357,0.96402466,-0.12903138995170593 | |
| 3.2637017,0.25934586,0.27887598,-0.194892019033432 | |
| 3.2043347,0.08026577,-0.32990614,0.043555013835430145 | |
| 3.1836102,0.4917232,-1.0,-0.3471778929233551 | |
| 3.1865578,0.1929868,-1.0,-0.05138905346393585 | |
| 3.2035692,0.1126169,-0.5976542,0.011969447135925293 | |
| 3.1955457,-0.13779636,0.15239885,-0.005186513066291809 | |
| 3.1993625,-0.2831101,0.8409252,-0.15431711077690125 | |
| 3.1999764,-0.073779725,1.0,0.05439934879541397 | |
| 3.2290246,0.059694044,0.7019552,0.03943682461977005 | |
| 3.2302618,0.19852422,0.07291031,-0.1006305068731308 | |
| 3.2113533,0.23747036,-0.56805843,-0.12066814303398132 | |
| 3.1832101,0.35171077,-1.0,-0.20676538348197937 | |
| 3.1946313,0.33884653,-1.0,-0.20532235503196716 | |
| 3.2153006,0.10387365,-0.50723726,0.008981309831142426 | |
| 3.2083037,-0.18013644,0.26056635,-0.06028461456298828 | |
| 3.2187626,-0.35751432,0.91053194,-0.248121440410614 | |
| 3.224442,-0.15249698,1.0,-0.04878346621990204 | |
| 3.2340627,-0.15718946,0.7253839,-0.06309661269187927 | |
| 3.2047322,0.030427689,0.09240553,0.09299565106630325 | |
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| 3.2059002,-0.07391488,1.0,0.04834044724702835 | |
| 3.244412,0.22542381,0.55247283,-0.14168024063110352 | |
| 3.222059,0.22046807,-0.07934973,-0.11437156796455383 | |
| 3.1954737,0.33603328,-0.7297849,-0.2033514380455017 | |
| 3.1591222,0.26228285,-1.0,-0.09324955940246582 | |