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 | |
| 3.3690526,1.1652491,0.2645043,-1.206146240234375 | |
| 3.319569,1.0054835,0.5797957,-0.9968971014022827 | |
| 3.2468255,0.7857754,0.5374608,-0.7044453620910645 | |
| 3.2020984,0.5431293,0.34696186,-0.4170721769332886 | |
| 3.2206664,0.31109318,0.09549546,-0.2036040723323822 | |
| 3.2770386,0.11007551,-0.020386577,-0.058958567678928375 | |
| 3.3161535,-0.05004144,-0.16404563,-0.038039449602365494 | |
| 3.3116076,-0.16848584,-0.29433358,-0.15193791687488556 | |
| 3.2790537,-0.22775775,-0.3332957,-0.17865592241287231 | |
| 3.2492187,-0.2249626,-0.3393435,-0.14602579176425934 | |
| 3.2446434,-0.17090371,-0.19184005,-0.08739164471626282 | |
| 3.2616124,-0.081785336,-0.0070199966,-0.015242233872413635 | |
| 3.2770717,0.015112376,0.1504277,0.03597142547369003 | |
| 3.2707188,0.10911664,0.33002067,-0.05167993903160095 | |
| 3.2436492,0.18536384,0.34924126,-0.10085757076740265 | |
| 3.2171164,0.21557052,0.26717937,-0.10453136265277863 | |
| 3.2080572,0.19096406,0.18147027,-0.0708657056093216 | |
| 3.2179463,0.12067436,0.12546897,-0.01046513020992279 | |
| 3.2346144,0.021132402,-0.011311293,0.07240874320268631 | |
| 3.24268,-0.07758311,-0.10793567,0.007892332971096039 | |
| 3.234892,-0.14931358,-0.26578772,-0.05604995787143707 | |
| 3.2149358,-0.18665117,-0.3150639,-0.07343143224716187 | |
| 3.1969566,-0.18236084,-0.27490783,-0.051161959767341614 | |
| 3.1931884,-0.14288302,-0.17404574,-0.007915928959846497 | |
| 3.2025604,-0.07564761,-0.049195886,0.04994748532772064 | |
| 3.2134366,0.008416752,0.07007921,0.1063021644949913 | |
| 3.2127924,0.096302144,0.20430517,0.019060976803302765 | |
| 3.1981566,0.17334293,0.28529835,-0.043344005942344666 | |
| 3.1783361,0.21603489,0.2614529,-0.06621551513671875 | |
| 3.1659765,0.212067,0.214463,-0.0498879998922348 | |
| 3.167998,0.16672428,0.17184591,-0.006566837430000305 | |
| 3.179671,0.09144812,0.075865865,0.057036347687244415 | |
| 3.192433,0.0064480635,-0.026770592,0.12927433848381042 | |
| 3.1959374,-0.072476834,-0.18592596,0.05974128842353821 | |
| 3.1869516,-0.1336141,-0.25853407,0.007589787244796753 | |
| 3.1725867,-0.16625193,-0.27029514,-0.0106830894947052 | |
| 3.1634982,-0.16900261,-0.2197569,-0.004345253109931946 | |
| 3.1658342,-0.14064707,-0.1379174,0.0216742604970932 | |
| 3.175604,-0.08327113,-0.019674897,0.06928028166294098 | |
| 3.1821015,-0.0049694986,0.0963577,0.14108453691005707 | |
| 3.179016,0.079906926,0.2029593,0.06923247873783112 | |
| 3.166432,0.15213111,0.23681045,0.009592503309249878 | |
| 3.152294,0.19227515,0.22242963,-0.016413554549217224 | |
| 3.145232,0.19264773,0.19886816,-0.009724169969558716 | |
| 3.1493642,0.154678,0.1459428,0.024113282561302185 | |
| 3.160013,0.08770432,0.051879525,0.08043823391199112 | |
| 3.1696575,0.0096301455,-0.047764063,0.1488679051399231 | |
| 3.1718166,-0.06601893,-0.18194973,0.09031999856233597 | |
| 3.1649446,-0.12759918,-0.23321444,0.03561168909072876 | |
| 3.1544015,-0.16473234,-0.24705094,0.009021639823913574 | |
| 3.1483397,-0.17437847,-0.20153773,0.005437299609184265 | |
| 3.151109,-0.15268725,-0.12451196,0.024359285831451416 | |
| 3.1592152,-0.10156465,-0.016284704,0.06737565249204636 | |
| 3.1647868,-0.028271556,0.09341228,0.13509714603424072 | |
| 3.1623566,0.053561255,0.18290687,0.11223764717578888 | |
| 3.152481,0.12537694,0.21067035,0.05029749870300293 | |
| 3.1412096,0.16935287,0.20514369,0.01759304106235504 | |
| 3.135739,0.1769744,0.18640184,0.015442028641700745 | |
| 3.1392505,0.14749448,0.13190484,0.04141052067279816 | |
| 3.1483638,0.088459544,0.046998262,0.09133214503526688 | |
| 3.1567523,0.015634894,-0.04761696,0.1557682752609253 | |
| 3.159276,-0.05801624,-0.16418296,0.11086326837539673 | |
| 3.1534777,-0.12073968,-0.2175141,0.05393816530704498 | |
| 3.1451542,-0.1621934,-0.23169029,0.02080787718296051 | |
| 3.14031,-0.17731497,-0.1935643,0.0105305016040802 | |
| 3.1425078,-0.16221653,-0.12626326,0.023431196808815002 | |
| 3.1494915,-0.117618784,-0.024368584,0.06104518473148346 | |
| 3.1547382,-0.04950846,0.079158306,0.1239088699221611 | |
| 3.1535332,0.029502401,0.1646148,0.14511989057064056 | |
| 3.1452577,0.10175298,0.19415748,0.08114482462406158 | |
| 3.1356356,0.15028608,0.19509637,0.042233824729919434 | |
| 3.1303782,0.16550083,0.17879486,0.03227643668651581 | |
| 3.1326573,0.1443371,0.12853706,0.05116112530231476 | |
| 3.140474,0.09262342,0.05118859,0.09505801647901535 | |
| 3.1485722,0.0245646,-0.03534925,0.15501871705055237 | |
| 3.1518643,-0.047339387,-0.14592195,0.12895184755325317 | |
| 3.1474237,-0.11132009,-0.20279181,0.06941168010234833 | |
| 3.1400783,-0.15672204,-0.2231999,0.03135517239570618 | |
| 3.1355367,-0.17744143,-0.19138491,0.015177413821220398 | |
| 3.1368828,-0.16895984,-0.13436681,0.022312894463539124 | |