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 | |
| 3.3689063,1.165877,0.2696669,-1.2066277265548706 | |
| 3.3102405,1.0545979,0.96400535,-1.0366828441619873 | |
| 3.2209136,0.96442837,0.9679735,-0.857186496257782 | |
| 3.1772125,0.7558528,-0.5085784,-0.6049097776412964 | |
| 3.2085822,0.42961356,-0.46644008,-0.3100402057170868 | |
| 3.257719,0.17773242,0.4536438,-0.1072959452867508 | |
| 3.2699497,-0.011060621,0.49854255,0.04714522138237953 | |
| 3.262995,-0.21597153,-0.81034327,-0.15081101655960083 | |
| 3.248188,-0.3680975,-0.79436207,-0.2881300151348114 | |
| 3.2357051,-0.34782836,0.104816556,-0.25537797808647156 | |
| 3.222321,-0.22647694,0.57442117,-0.12064245343208313 | |
| 3.2105887,-0.12226158,-0.33800435,-0.004694752395153046 | |
| 3.2019079,-0.056326855,-0.5484407,0.06992079317569733 | |
| 3.2105858,0.029398827,0.08315742,0.0881708562374115 | |
| 3.2186053,0.099891126,0.8404981,0.009659111499786377 | |
| 3.2092688,0.13758335,0.62242675,-0.018696635961532593 | |
| 3.188321,0.10416719,-0.40051115,0.035667210817337036 | |
| 3.1769931,0.049423397,-0.21265697,0.10173898935317993 | |
| 3.1796794,0.024654832,0.33316576,0.12382128834724426 | |
| 3.180196,-0.00809334,0.49177217,0.13986612856388092 | |
| 3.1822913,-0.08539906,-0.5366609,0.06046518683433533 | |
| 3.1789153,-0.17040145,-0.69677186,-0.021161198616027832 | |
| 3.1743746,-0.17273532,-0.1081115,-0.018954381346702576 | |
| 3.1636631,-0.1253048,0.3771186,0.03918756544589996 | |
| 3.1560254,-0.084895074,-0.124516845,0.08723503351211548 | |
| 3.152583,-0.04476665,-0.34045947,0.13080598413944244 | |
| 3.160939,-0.010509808,-0.48581445,0.15670673549175262 | |
| 3.1760662,0.0050916616,0.47947884,0.14699769020080566 | |
| 3.173413,0.03847764,0.765012,0.11626483500003815 | |
| 3.1567392,0.045946587,0.23904932,0.12546969950199127 | |
| 3.1379597,0.0222945,-0.47040063,0.16790129244327545 | |
| 3.1363769,0.008900106,0.0766809,0.1828785538673401 | |
| 3.1433282,0.009032396,0.38063407,0.17579492926597595 | |
| 3.1513574,-0.020965008,0.32743847,0.15583309531211853 | |
| 3.158889,-0.07486202,-0.5958014,0.0944044440984726 | |
| 3.1573772,-0.13733149,-0.66115975,0.0334467887878418 | |
| 3.151832,-0.13555324,0.05806017,0.04077017307281494 | |
| 3.1409624,-0.096786305,0.34631348,0.09040684998035431 | |
| 3.1351328,-0.07558965,-0.21880531,0.1174330785870552 | |
| 3.1353314,-0.045738667,-0.3756616,0.14708545804023743 | |
| 3.1488898,-0.010479958,-0.34849054,0.16878578066825867 | |
| 3.1659563,0.004093224,0.46415162,0.1581060290336609 | |
| 3.1646724,0.034253784,0.743232,0.1292293667793274 | |
| 3.1486278,0.054293912,0.21242487,0.12523384392261505 | |
| 3.1314929,0.037811134,-0.4976843,0.1588515341281891 | |
| 3.130689,0.026011819,0.11196828,0.1714547872543335 | |
| 3.137572,0.023603536,0.3801713,0.16697993874549866 | |
| 3.1473644,-0.011923945,0.32653713,0.16886720061302185 | |
| 3.1567261,-0.06894243,-0.5973135,0.10248696804046631 | |
| 3.1567328,-0.13559867,-0.66675353,0.03582404553890228 | |
| 3.152061,-0.13737988,0.07487202,0.03871464729309082 | |
| 3.1413488,-0.10082289,0.34586143,0.08598379045724869 | |
| 3.135747,-0.08176035,-0.21989661,0.11064821481704712 | |
| 3.1359825,-0.048934568,-0.3607226,0.14323844015598297 | |
| 3.1501806,-0.010171336,-0.36128247,0.1678036004304886 | |
| 3.168579,0.0067311204,0.45735538,0.15284529328346252 | |
| 3.1677263,0.03917184,0.74091196,0.12125739455223083 | |
| 3.152135,0.06363223,0.2576691,0.11238839477300644 | |
| 3.135023,0.04820838,-0.5318325,0.14492401480674744 | |
| 3.1337357,0.031026874,0.090149164,0.16339299082756042 | |
| 3.140062,0.027120795,0.39093447,0.16097262501716614 | |
| 3.149551,-0.010712227,0.34208012,0.16789238154888153 | |
| 3.1591952,-0.07355581,-0.6144669,0.09540452063083649 | |
| 3.1593268,-0.14345671,-0.66531676,0.025372013449668884 | |
| 3.155323,-0.14414181,0.07138181,0.028690680861473083 | |
| 3.1448607,-0.105246045,0.3616469,0.07804872840642929 | |
| 3.138521,-0.08341114,-0.22842395,0.10622341930866241 | |
| 3.1389508,-0.04935538,-0.36181718,0.13984930515289307 | |
| 3.15307,-0.009266042,-0.36277652,0.16581949591636658 | |
| 3.1714807,0.008550155,0.47647202,0.14812470972537994 | |
| 3.1702728,0.04246729,0.747607,0.11541540175676346 | |
| 3.1546612,0.06678809,0.2497263,0.10670624673366547 | |
| 3.1375623,0.050425738,-0.54333764,0.1401675045490265 | |
| 3.1363041,0.03184407,0.089229345,0.1600073128938675 | |
| 3.1427429,0.027208032,0.40025842,0.15820461511611938 | |
| 3.151386,-0.013478795,0.3295548,0.16329069435596466 | |
| 3.160041,-0.07948469,-0.6406491,0.08862973004579544 | |
| 3.16094,-0.14912742,-0.6450224,0.018088161945343018 | |
| 3.1565511,-0.14544228,0.090173125,0.02616211771965027 | |
| 3.1461482,-0.10522763,0.34599352,0.07677968591451645 | |