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 | |
| 3.3695035,1.1633223,0.24864924,-1.2046703100204468 | |
| 3.311613,1.0498072,0.97876954,-1.0332647562026978 | |
| 3.2217357,0.9603392,0.97475183,-0.8539193868637085 | |
| 3.1776178,0.7616855,-0.42363143,-0.6111477613449097 | |
| 3.208943,0.44792625,-0.50435257,-0.32871362566947937 | |
| 3.2596185,0.19559024,0.3857913,-0.12705324590206146 | |
| 3.2712305,-0.0066325385,0.38881147,0.050292521715164185 | |
| 3.2623346,-0.22208527,-0.668803,-0.15626433491706848 | |
| 3.2480898,-0.37124312,-0.73035365,-0.2911773920059204 | |
| 3.2365046,-0.3637945,-0.017256677,-0.27214354276657104 | |
| 3.2257738,-0.24833953,0.5379865,-0.1459578275680542 | |
| 3.2157784,-0.12795526,-0.20929056,-0.015578091144561768 | |
| 3.2060144,-0.059650857,-0.5976901,0.06249026581645012 | |
| 3.209671,0.026645532,0.17152941,0.09183896332979202 | |
| 3.2126324,0.12191575,0.8623197,-0.006392650306224823 | |
| 3.2033715,0.16921262,0.5447446,-0.04442863166332245 | |
| 3.185647,0.1418161,-0.37754858,0.000692412257194519 | |
| 3.1781,0.094462946,-0.17897677,0.05559246242046356 | |
| 3.1802652,0.056031503,0.24803078,0.09185882657766342 | |
| 3.1779046,-3.800027e-05,0.45404696,0.15021291375160217 | |
| 3.1786785,-0.07388646,-0.34811616,0.07559054344892502 | |
| 3.1757042,-0.15307932,-0.7432611,-0.0006280392408370972 | |
| 3.1708374,-0.15085952,-0.050550163,0.006458595395088196 | |
| 3.160771,-0.09561543,0.22103965,0.07176919281482697 | |
| 3.154342,-0.05931313,-0.032287955,0.11450044810771942 | |
| 3.1527684,-0.031035172,-0.43161845,0.14435197412967682 | |
| 3.1606915,-0.013213462,-0.3162614,0.15425056219100952 | |
| 3.1708975,0.019885466,0.54766905,0.13737256824970245 | |
| 3.1653683,0.06415292,0.6853837,0.0986342802643776 | |
| 3.1492374,0.085558034,0.1858108,0.09336008876562119 | |
| 3.1349413,0.079584725,-0.40547156,0.11362945288419724 | |
| 3.136225,0.063169084,0.030828238,0.1287614405155182 | |
| 3.1412468,0.03652512,0.32311392,0.1503836065530777 | |
| 3.1456606,-0.012361302,0.3585049,0.170133575797081 | |
| 3.1511471,-0.06841778,-0.476323,0.10859061032533646 | |
| 3.150647,-0.12128271,-0.5979547,0.05622588098049164 | |
| 3.146317,-0.11125006,-0.018476129,0.07058845460414886 | |
| 3.137055,-0.07047336,0.2680583,0.12062723934650421 | |
| 3.1322284,-0.047764435,-0.1554606,0.14816270768642426 | |
| 3.134151,-0.03754331,-0.45905375,0.1564612239599228 | |
| 3.1462045,-0.01601137,-0.16761303,0.16593967378139496 | |
| 3.1584203,0.018068926,0.50344896,0.15166626870632172 | |
| 3.154718,0.058283385,0.6377709,0.1151542067527771 | |
| 3.139956,0.09976026,0.23096848,0.08843926340341568 | |
| 3.1274762,0.1061411,-0.46770036,0.09453820437192917 | |
| 3.1286197,0.08956435,0.061292887,0.10997149348258972 | |
| 3.1337981,0.061409492,0.29913282,0.1329479068517685 | |
| 3.139337,0.005805063,0.414258,0.18301339447498322 | |
| 3.1466742,-0.05349613,-0.46062917,0.12798523902893066 | |
| 3.1479855,-0.11275746,-0.5928984,0.0674125999212265 | |
| 3.1453166,-0.10688943,-0.040090024,0.07594949007034302 | |
| 3.136356,-0.071926646,0.25490785,0.11987275630235672 | |
| 3.1312933,-0.05223808,-0.12086743,0.14462414383888245 | |
| 3.1332586,-0.036679182,-0.39997,0.15821775794029236 | |
| 3.1457403,-0.015698316,-0.27928615,0.16671693325042725 | |
| 3.1594915,0.017213918,0.49133575,0.15145006775856018 | |
| 3.1567755,0.06236194,0.62818706,0.10901810228824615 | |
| 3.1428592,0.103428856,0.3006277,0.08186744153499603 | |
| 3.1296484,0.11637676,-0.42730057,0.0821303129196167 | |
| 3.1299357,0.09852958,-0.035953343,0.09969019889831543 | |
| 3.1357837,0.0691156,0.304628,0.12325624376535416 | |
| 3.1411295,0.016325235,0.45016146,0.1707007884979248 | |
| 3.1485806,-0.047182627,-0.39458174,0.13239234685897827 | |
| 3.1501696,-0.11286533,-0.6329346,0.06512057781219482 | |
| 3.1483743,-0.1113047,-0.056042254,0.06847649812698364 | |
| 3.13964,-0.076361924,0.2210108,0.11215350031852722 | |
| 3.1337276,-0.05676667,-0.06480193,0.13766129314899445 | |
| 3.135556,-0.03558323,-0.36521363,0.1570163071155548 | |
| 3.1472702,-0.017076558,-0.36610186,0.16380876302719116 | |
| 3.1616101,0.015234609,0.4761963,0.1513107866048813 | |
| 3.1599283,0.06374217,0.62515426,0.10448502749204636 | |
| 3.1461914,0.10172147,0.34044695,0.08024268597364426 | |
| 3.1320922,0.117803134,-0.37552685,0.0782601460814476 | |
| 3.1315699,0.10125148,-0.09580344,0.09533417224884033 | |
| 3.1378152,0.07168381,0.29152763,0.1186564713716507 | |
| 3.1430614,0.019247659,0.44698668,0.16584646701812744 | |
| 3.1502523,-0.04293159,-0.29419696,0.13497158885002136 | |
| 3.1529171,-0.11170223,-0.69060904,0.063536137342453 | |
| 3.1507745,-0.11762769,-0.07630545,0.05975335091352463 | |
| 3.1415875,-0.08011433,0.20947778,0.10645369440317154 | |