Reinforcement Learning
stable-baselines3
deep-reinforcement-learning
fluidgym
active-flow-control
fluid-dynamics
simulation
CylinderRot2D-hard-v0
Eval Results (legacy)
Instructions to use safe-autonomous-systems/ppo-CylinderRot2D-hard-v0 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- stable-baselines3
How to use safe-autonomous-systems/ppo-CylinderRot2D-hard-v0 with stable-baselines3:
from huggingface_sb3 import load_from_hub checkpoint = load_from_hub( repo_id="safe-autonomous-systems/ppo-CylinderRot2D-hard-v0", filename="{MODEL FILENAME}.zip", ) - Notebooks
- Google Colab
- Kaggle
| drag,lift,action_0,reward | |
| 3.80863,3.2180011,0.27453345,-3.407243490219116 | |
| 3.9337869,3.3018997,1.0,-3.6162989139556885 | |
| 3.5511293,2.8197699,1.0,-2.751511573791504 | |
| 2.8085911,2.1836452,1.0,-1.3728487491607666 | |
| 2.1051614,1.4091729,1.0,0.10505330562591553 | |
| 2.5206337,0.5208676,-0.9393232,0.5778863430023193 | |
| 3.3828952,0.07343251,-1.0,0.16305989027023315 | |
| 3.5154889,0.114706084,-1.0,-0.010807320475578308 | |
| 3.1528778,0.2503153,0.14562759,0.2161945104598999 | |
| 3.0003057,0.36272797,0.7335974,0.2563540041446686 | |
| 3.0445864,0.43023223,1.0,0.14456897974014282 | |
| 2.7725818,0.6430554,0.7908141,0.20375043153762817 | |
| 2.753319,0.7491328,1.0,0.11693578958511353 | |
| 2.9893107,0.4960386,0.90289295,0.1340382993221283 | |
| 3.1893444,0.15043506,-1.0,0.2796081602573395 | |
| 3.2970428,0.03794171,-1.0,0.28440308570861816 | |
| 3.1702657,-0.037509024,-1.0,0.41161292791366577 | |
| 2.888391,-0.42668945,-0.20205584,0.30430716276168823 | |
| 2.8921216,-0.6565043,1.0,0.0707617998123169 | |
| 3.0505419,-0.65579265,1.0,-0.08694690465927124 | |
| 2.9780004,-0.5032444,1.0,0.13814282417297363 | |
| 2.8158658,-0.115999125,0.6320619,0.6875227689743042 | |
| 2.9544494,0.19680639,0.8425462,0.4681318402290344 | |
| 3.1268108,0.27887294,-1.0,0.21370390057563782 | |
| 3.1390383,0.3293287,-1.0,0.1510206162929535 | |
| 3.0771134,0.3598841,-1.0,0.18239012360572815 | |
| 3.0079436,0.16528133,0.24149674,0.4461626708507538 | |
| 3.094616,-0.021730533,1.0,0.50304114818573 | |
| 3.0345023,-0.11548582,1.0,0.4693995416164398 | |
| 2.7170348,0.052236002,1.0,0.8501167893409729 | |
| 2.6489007,0.36026922,1.0,0.6102176904678345 | |
| 2.934525,0.41847053,0.81392366,0.2663920819759369 | |
| 3.1592784,0.3490771,-1.0,0.11103212833404541 | |
| 3.2997699,0.32880312,-1.0,-0.009185373783111572 | |
| 3.128238,0.22156997,-1.0,0.2695797085762024 | |
| 2.945957,-0.16814217,0.22999497,0.5052884817123413 | |
| 2.9422991,-0.38152397,0.9930883,0.29556453227996826 | |
| 2.8811352,-0.40477744,1.0,0.3334749639034271 | |
| 2.7907991,-0.15760463,0.99509287,0.6709838509559631 | |
| 2.714024,0.28372994,0.9007472,0.6216336488723755 | |
| 2.9434392,0.47923213,0.7128371,0.19671624898910522 | |
| 3.1258667,0.48502314,-1.0,0.008497834205627441 | |
| 2.969484,0.51155514,-1.0,0.13834840059280396 | |
| 3.019492,0.39154547,-1.0,0.20835024118423462 | |
| 2.9743118,0.010369844,0.31619233,0.6347059607505798 | |
| 3.0114648,-0.23553424,1.0,0.3723885416984558 | |
| 2.8064864,-0.30876523,1.0,0.5041360259056091 | |
| 2.7047973,-0.07465146,1.0,0.8399388790130615 | |
| 2.619066,0.32932225,1.0,0.6709994077682495 | |
| 2.931341,0.4669168,0.67356473,0.2211298942565918 | |
| 3.1374354,0.44260257,-1.0,0.03934961557388306 | |
| 3.155092,0.43229556,-1.0,0.032000064849853516 | |
| 2.7994597,0.31074145,-1.0,0.5091865062713623 | |
| 1.9756482,-0.005606532,0.32434592,1.638132929801941 | |
| 2.2575097,-0.31858554,0.9323721,1.0432924032211304 | |
| 3.082304,-0.43868738,1.0,0.09839624166488647 | |
| 2.493095,-0.1807283,1.0,0.9455643892288208 | |
| 2.631372,0.28751755,0.9726055,0.700498104095459 | |
| 2.947971,0.48979843,0.6296547,0.1816180944442749 | |
| 3.1313374,0.50860524,-1.0,-0.02055501937866211 | |
| 3.0888312,0.52737075,-1.0,0.0031856894493103027 | |
| 3.047233,0.3714222,-1.0,0.20073232054710388 | |
| 2.9523668,-0.038427625,0.32047835,0.6285931468009949 | |
| 2.9975498,-0.30485573,0.9635873,0.31698212027549744 | |
| 3.1447473,-0.37641796,1.0,0.09822240471839905 | |
| 2.738826,-0.11548673,1.0,0.7650748491287231 | |
| 2.6700249,0.31017512,1.0,0.6391876339912415 | |
| 2.9407046,0.47307718,0.62914234,0.2056058645248413 | |
| 3.1402245,0.47197807,-1.0,0.007185101509094238 | |
| 3.1712782,0.47563118,-1.0,-0.027521789073944092 | |
| 3.0363622,0.3185383,-1.0,0.2644871473312378 | |
| 2.9504638,-0.10787342,0.33290803,0.5610504150390625 | |
| 2.965521,-0.36467573,0.9303263,0.28919079899787903 | |
| 2.9197361,-0.41987404,1.0,0.2797774374485016 | |
| 2.7492545,-0.14809406,1.0,0.7220391035079956 | |
| 2.6939907,0.29280373,1.0,0.6325931549072266 | |
| 2.923568,0.4756153,0.5890794,0.22020432353019714 | |
| 3.1285443,0.48878852,-1.0,0.0020547807216644287 | |
| 3.4332237,0.4721803,-1.0,-0.28601640462875366 | |
| 3.1030178,0.3358595,-1.0,0.18051031231880188 | |