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 | |
| 3.3658483,1.1791173,0.37847567,-1.2168101072311401 | |
| 3.3038201,1.075809,0.85817397,-1.051473617553711 | |
| 3.218999,0.96111447,0.8123019,-0.8519578576087952 | |
| 3.1789978,0.75677305,-0.25935543,-0.6076152920722961 | |
| 3.2108808,0.46457133,-0.29006815,-0.3472965657711029 | |
| 3.2618344,0.22775806,0.37515295,-0.16143693029880524 | |
| 3.2811162,0.023615932,0.13546681,0.023423338308930397 | |
| 3.2741742,-0.20194505,-0.7249038,-0.147963747382164 | |
| 3.2580886,-0.33258995,-0.36549354,-0.26252302527427673 | |
| 3.2391808,-0.2908527,0.17192435,-0.20187798142433167 | |
| 3.2224603,-0.2088343,-0.111112654,-0.10313905775547028 | |
| 3.2160923,-0.10992857,-0.06538576,0.0021345987915992737 | |
| 3.2197063,0.00047505958,-0.31994712,0.10797416418790817 | |
| 3.2278316,0.07741734,0.2546128,0.022906579077243805 | |
| 3.2215397,0.15660799,0.65602624,-0.04999220371246338 | |
| 3.2034357,0.20418052,0.44396544,-0.07946066558361053 | |
| 3.1852777,0.2030951,-0.10220355,-0.060217276215553284 | |
| 3.1832016,0.16988525,-0.07153964,-0.024931281805038452 | |
| 3.1884563,0.114094876,0.12724352,0.02560434490442276 | |
| 3.188224,0.032810703,0.21206939,0.10712073743343353 | |
| 3.184766,-0.07682369,-0.3920145,0.06656577438116074 | |
| 3.177584,-0.16088569,-0.2948637,-0.010314106941223145 | |
| 3.1700656,-0.16048776,-0.11783391,-0.002397879958152771 | |
| 3.16129,-0.13215712,-0.05737269,0.03470847010612488 | |
| 3.1576953,-0.082996726,-0.06913471,0.08746349811553955 | |
| 3.16015,-0.01783649,-0.15031779,0.15016897022724152 | |
| 3.1647785,0.036785368,-0.09589708,0.12659168243408203 | |
| 3.1658623,0.088166215,0.33757305,0.07412698119878769 | |
| 3.15622,0.13813588,0.43232775,0.0337996780872345 | |
| 3.1415234,0.15998131,0.19668746,0.026650846004486084 | |
| 3.1332958,0.1529641,-0.041790664,0.04189564287662506 | |
| 3.1372826,0.129791,0.11195755,0.0610819011926651 | |
| 3.145406,0.089704245,0.16807711,0.09304526448249817 | |
| 3.1504898,0.028507348,0.07495117,0.14915835857391357 | |
| 3.151717,-0.04587083,-0.3534503,0.1305677443742752 | |
| 3.1476734,-0.10105092,-0.22365719,0.07943122833967209 | |
| 3.140437,-0.11596927,-0.15931791,0.07174935936927795 | |
| 3.1340485,-0.11626159,-0.03310871,0.07784546911716461 | |
| 3.1334774,-0.08633579,-0.06453544,0.10834227502346039 | |
| 3.137384,-0.03735779,-0.1404559,0.153413787484169 | |
| 3.1429315,0.013072784,-0.09692365,0.17215126752853394 | |
| 3.1457078,0.06918938,0.29534173,0.11325829476118088 | |
| 3.1396418,0.12491823,0.36344504,0.06359552592039108 | |
| 3.1282861,0.15561411,0.20634091,0.04425528645515442 | |
| 3.120888,0.16124073,-0.008164108,0.046026796102523804 | |
| 3.1237578,0.14532214,0.096053004,0.05907553434371948 | |
| 3.1316435,0.106255576,0.1330769,0.09025640785694122 | |
| 3.1382654,0.045696486,0.11410022,0.14419366419315338 | |
| 3.1421087,-0.02365477,-0.23114008,0.16239206492900848 | |
| 3.1408305,-0.083556496,-0.25543618,0.10376850515604019 | |
| 3.1356814,-0.11343952,-0.20738143,0.07903460413217545 | |
| 3.1299927,-0.12008361,-0.019860506,0.07807918637990952 | |
| 3.1285634,-0.0993864,-0.062253594,0.10020571202039719 | |
| 3.1316638,-0.055075873,-0.074733675,0.14141584932804108 | |
| 3.1368303,-0.0051767505,-0.19728893,0.18614843487739563 | |
| 3.141591,0.047846302,0.21485114,0.1387181431055069 | |
| 3.1388948,0.11191011,0.37252486,0.07735060900449753 | |
| 3.1295662,0.15101007,0.25424647,0.04757925868034363 | |
| 3.1208866,0.16590554,0.031633377,0.041363418102264404 | |
| 3.121214,0.15686996,0.030623794,0.05007164180278778 | |
| 3.128016,0.122789286,0.12838054,0.07735023647546768 | |
| 3.1352456,0.0645724,0.13954794,0.128337562084198 | |
| 3.1403437,-0.0022121142,-0.06929028,0.18559974431991577 | |
| 3.1412342,-0.067786194,-0.33073527,0.11913516372442245 | |
| 3.1375415,-0.109555185,-0.21044183,0.0810588002204895 | |
| 3.1320095,-0.11720202,-0.058978915,0.07894399017095566 | |
| 3.1289666,-0.107171305,-0.045912445,0.09201764315366745 | |
| 3.1307306,-0.069387786,-0.045877874,0.12803709506988525 | |
| 3.135418,-0.021092873,-0.21511501,0.17164470255374908 | |
| 3.1410778,0.029210543,0.09338164,0.1578672230243683 | |
| 3.1412256,0.09434037,0.3631587,0.09258957207202911 | |
| 3.1336222,0.14306983,0.3087561,0.05146351456642151 | |
| 3.1238682,0.16656147,0.08708203,0.037725821137428284 | |
| 3.1208649,0.16393413,-0.01735133,0.0433565229177475 | |
| 3.1263916,0.13819526,0.13476062,0.0635686069726944 | |
| 3.133896,0.08441685,0.115994215,0.10984255373477936 | |
| 3.139988,0.017431103,0.058508396,0.17073646187782288 | |
| 3.1421204,-0.051697135,-0.34351355,0.13433802127838135 | |
| 3.1389012,-0.10364434,-0.20298314,0.08560994267463684 | |
| 3.1341727,-0.116414726,-0.12726742,0.07756811380386353 | |