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 | |
| 3.3674562,1.1721256,0.32103813,-1.2114262580871582 | |
| 3.3059847,1.0715517,0.97014093,-1.049380898475647 | |
| 3.2168226,0.98917127,0.9607698,-0.8778383731842041 | |
| 3.1753557,0.79376876,-0.46678674,-0.640968918800354 | |
| 3.2096093,0.46731457,-0.5654593,-0.34876832365989685 | |
| 3.2592452,0.20449913,0.48119366,-0.13558876514434814 | |
| 3.266771,0.004865688,0.464566,0.05651875212788582 | |
| 3.2576654,-0.20719013,-0.67930865,-0.13670000433921814 | |
| 3.244602,-0.3549414,-0.822307,-0.27138784527778625 | |
| 3.2339363,-0.3391009,0.06476951,-0.24488168954849243 | |
| 3.2214622,-0.21134774,0.5976827,-0.1046544760465622 | |
| 3.2095056,-0.099701375,-0.2831744,0.01894858479499817 | |
| 3.1998003,-0.03161942,-0.5462234,0.09673584997653961 | |
| 3.2066894,0.05444515,0.056505203,0.06702101230621338 | |
| 3.213523,0.13160963,0.85755265,-0.01697702705860138 | |
| 3.2036417,0.17716779,0.64319754,-0.052653923630714417 | |
| 3.1827383,0.14074272,-0.44063312,0.00467449426651001 | |
| 3.171674,0.07799275,-0.22334623,0.07848875224590302 | |
| 3.1745207,0.04394162,0.31674504,0.10969316959381104 | |
| 3.1740408,6.821699e-05,0.5351105,0.15404650568962097 | |
| 3.1773083,-0.07077002,-0.38972163,0.08007717877626419 | |
| 3.1759264,-0.14498952,-0.7318543,0.007239550352096558 | |
| 3.1717944,-0.14566244,-0.17414337,0.010698661208152771 | |
| 3.1605988,-0.09616554,0.34645045,0.07139122486114502 | |
| 3.1520605,-0.058197055,-0.038175702,0.11789795756340027 | |
| 3.1492283,-0.02146764,-0.29323673,0.1574595421552658 | |
| 3.1556287,0.0062731593,-0.54091555,0.16625367105007172 | |
| 3.1700852,0.02396634,0.43938065,0.13410398364067078 | |
| 3.167772,0.06503845,0.76481605,0.09534501284360886 | |
| 3.1520152,0.07487904,0.27358282,0.10126126557588577 | |
| 3.1332011,0.049374454,-0.46269417,0.14557993412017822 | |
| 3.1307046,0.028333167,0.017301798,0.16911770403385162 | |
| 3.1375062,0.019211633,0.3734722,0.17143763601779938 | |
| 3.1451807,-0.012104696,0.4193511,0.1708701252937317 | |
| 3.154344,-0.057063963,-0.46144825,0.11674746870994568 | |
| 3.1545928,-0.111389905,-0.7069763,0.06217285990715027 | |
| 3.1498952,-0.11429392,-0.076968074,0.06396640837192535 | |
| 3.1385553,-0.07463377,0.4044243,0.11496645957231522 | |
| 3.1309352,-0.055041473,-0.16879582,0.14217884838581085 | |
| 3.1308715,-0.030786766,-0.2933073,0.16649721562862396 | |
| 3.1425421,0.0038303721,-0.46514887,0.1817830204963684 | |
| 3.160468,0.019956304,0.40840578,0.14773111045360565 | |
| 3.1607106,0.057952687,0.7354877,0.10949225723743439 | |
| 3.146029,0.08104079,0.3106438,0.10108572989702225 | |
| 3.1277118,0.06844111,-0.47522616,0.13200263679027557 | |
| 3.125,0.048990782,-0.003984034,0.15416473150253296 | |
| 3.1318889,0.037719537,0.3604555,0.15854711830615997 | |
| 3.1409621,0.0042105233,0.4721582,0.18298287689685822 | |
| 3.1522162,-0.045279484,-0.43919432,0.13065983355045319 | |
| 3.1539905,-0.1066356,-0.7078529,0.06752941012382507 | |
| 3.151018,-0.11340686,-0.10040438,0.06373075395822525 | |
| 3.140073,-0.07865177,0.37743282,0.10943068563938141 | |
| 3.1325378,-0.06084383,-0.1240018,0.134773850440979 | |
| 3.13255,-0.031073358,-0.24751961,0.1645321547985077 | |
| 3.1443343,0.004253961,-0.5409078,0.17956724762916565 | |
| 3.1635582,0.02226213,0.3840902,0.14233514666557312 | |
| 3.164695,0.064163096,0.71532905,0.09929739683866501 | |
| 3.1510706,0.090440825,0.40733147,0.08664409816265106 | |
| 3.132298,0.082627885,-0.47084045,0.11322963982820511 | |
| 3.1278722,0.058643434,-0.06468707,0.1416398584842682 | |
| 3.1349437,0.044721827,0.33599234,0.14848996698856354 | |
| 3.1437733,0.010668351,0.5224452,0.17371384799480438 | |
| 3.1556299,-0.04318942,-0.39907157,0.12933622300624847 | |
| 3.1575994,-0.11053533,-0.71649724,0.06002073734998703 | |
| 3.1556163,-0.12198303,-0.16166747,0.050556205213069916 | |
| 3.1450157,-0.0873564,0.38741004,0.09578339755535126 | |
| 3.1363463,-0.06576227,-0.094267726,0.12604691088199615 | |
| 3.1357965,-0.032328114,-0.20869291,0.16003085672855377 | |
| 3.146662,0.0053942143,-0.5992855,0.17609930038452148 | |
| 3.1662567,0.02358987,0.3515892,0.13830898702144623 | |
| 3.1683233,0.06824077,0.7241994,0.09159146994352341 | |
| 3.1551933,0.09442684,0.453367,0.07853534817695618 | |
| 3.1357434,0.08600393,-0.45498878,0.10640820860862732 | |
| 3.130147,0.060696624,-0.09937155,0.1373119056224823 | |
| 3.1372871,0.04665943,0.3172114,0.14420895278453827 | |
| 3.1461284,0.0117100105,0.53841364,0.17031708359718323 | |
| 3.1570373,-0.042582475,-0.359927,0.12853577733039856 | |
| 3.1603699,-0.111874886,-0.72392416,0.055910758674144745 | |
| 3.1583905,-0.12745495,-0.21097362,0.042310044169425964 | |
| 3.1474953,-0.09258412,0.40261066,0.08807612955570221 | |