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 | |
| 3.3709412,1.157193,0.1982038,-1.1999785900115967 | |
| 3.3158362,1.0333787,0.974236,-1.0210593938827515 | |
| 3.2258587,0.9354455,0.97311807,-0.8331486582756042 | |
| 3.1800585,0.7424912,-0.29617786,-0.5943941473960876 | |
| 3.209644,0.42771125,-0.6656889,-0.30919981002807617 | |
| 3.2604315,0.17339481,0.46030974,-0.10567082464694977 | |
| 3.2715557,-0.017420424,0.3211403,0.03917942941188812 | |
| 3.259878,-0.25247112,-0.7324582,-0.18419352173805237 | |
| 3.2464874,-0.41016966,-0.67719597,-0.32850152254104614 | |
| 3.2356482,-0.38284633,0.17717755,-0.2903389632701874 | |
| 3.224977,-0.25001416,0.41260958,-0.14683565497398376 | |
| 3.2147326,-0.12614611,-0.2945416,-0.01272323727607727 | |
| 3.2079022,-0.048182487,-0.6321159,0.07207083702087402 | |
| 3.2171261,0.025821337,0.1866709,0.08520805090665817 | |
| 3.2211576,0.093457304,0.8471427,0.013540662825107574 | |
| 3.2093706,0.12799563,0.63141453,-0.009210720658302307 | |
| 3.1881926,0.11220418,-0.3460008,0.027758732438087463 | |
| 3.1787055,0.07135338,-0.2734517,0.07809668034315109 | |
| 3.181363,0.04256204,0.27400303,0.1042303740978241 | |
| 3.1788275,-0.0060119927,0.4272443,0.14331600069999695 | |
| 3.178234,-0.09659642,-0.4129778,0.053324997425079346 | |
| 3.1754193,-0.1883784,-0.6905477,-0.03564220666885376 | |
| 3.1715076,-0.1902414,-0.052985966,-0.03359347581863403 | |
| 3.1619275,-0.13201429,0.2778418,0.03421376645565033 | |
| 3.1550722,-0.08533573,-0.102324486,0.08774757385253906 | |
| 3.1521084,-0.038967278,-0.34322828,0.13707980513572693 | |
| 3.1600206,-0.0039089406,-0.39620018,0.1642259806394577 | |
| 3.1727104,0.014414804,0.43162572,0.14103029668331146 | |
| 3.1692736,0.045328397,0.7270255,0.11355350911617279 | |
| 3.1529155,0.05535717,0.22673607,0.11988286674022675 | |
| 3.136622,0.040169332,-0.35293597,0.15136423707008362 | |
| 3.1368175,0.025881277,-0.014647841,0.16545678675174713 | |
| 3.1434588,0.01323617,0.3536272,0.17146050930023193 | |
| 3.149145,-0.022645904,0.29386866,0.15636472404003143 | |
| 3.154029,-0.07919946,-0.4615258,0.09492716193199158 | |
| 3.1528265,-0.14306532,-0.68775725,0.03226365149021149 | |
| 3.1472423,-0.14261171,0.08288014,0.0383014976978302 | |
| 3.1370416,-0.09594969,0.2756101,0.09516426175832748 | |
| 3.1317053,-0.071255,-0.17546368,0.1251952350139618 | |
| 3.1327837,-0.03967411,-0.39941567,0.155697762966156 | |
| 3.145305,-0.004697861,-0.2756998,0.17815274000167847 | |
| 3.1609225,0.016259301,0.4130826,0.15097369253635406 | |
| 3.1594632,0.04382344,0.6854923,0.12486891448497772 | |
| 3.1439183,0.06918457,0.25356364,0.11505267024040222 | |
| 3.12851,0.06483375,-0.4053265,0.13481175899505615 | |
| 3.1285274,0.051536962,0.018817902,0.1480911523103714 | |
| 3.1357992,0.036309954,0.3228581,0.15604639053344727 | |
| 3.1431694,-0.0056873267,0.36208332,0.1792987883090973 | |
| 3.1508923,-0.06351056,-0.4502464,0.11375270038843155 | |
| 3.1512613,-0.13306303,-0.6860183,0.04383115470409393 | |
| 3.1471875,-0.13832974,0.036376,0.042638301849365234 | |
| 3.1371677,-0.09684496,0.30116916,0.0941428691148758 | |
| 3.1315422,-0.07474177,-0.16528314,0.12187153846025467 | |
| 3.1324017,-0.04215765,-0.34568602,0.1535961627960205 | |
| 3.1452925,-0.0039095227,-0.3566512,0.17895346879959106 | |
| 3.1624334,0.018919988,0.3936417,0.1468021422624588 | |
| 3.1622777,0.048296507,0.64228654,0.117581307888031 | |
| 3.1481094,0.07487791,0.36341083,0.1051681712269783 | |
| 3.1321764,0.07740984,-0.391239,0.1185692772269249 | |
| 3.1306221,0.05998724,-0.05002266,0.1375461220741272 | |
| 3.1381946,0.043133963,0.29486024,0.14682699739933014 | |
| 3.1454766,0.001372255,0.4097607,0.18130668997764587 | |
| 3.1534185,-0.06024864,-0.39432466,0.11448833346366882 | |
| 3.1539366,-0.13614686,-0.6998509,0.03807203471660614 | |
| 3.1507905,-0.14738774,-0.0252406,0.02997732162475586 | |
| 3.1413434,-0.10548763,0.31114244,0.08132453262805939 | |
| 3.1347308,-0.08050721,-0.14087063,0.11291749030351639 | |
| 3.135278,-0.044175956,-0.29537094,0.14870157837867737 | |
| 3.1471682,-0.005252869,-0.44151247,0.1757344901561737 | |
| 3.1648095,0.017707858,0.38446474,0.14563819766044617 | |
| 3.1657114,0.050417513,0.624377,0.11202660202980042 | |
| 3.1519563,0.07503659,0.42401814,0.10116260498762131 | |
| 3.1353753,0.08012728,-0.36519003,0.1126529797911644 | |
| 3.1326005,0.06189064,-0.09382737,0.1336643397808075 | |
| 3.1401498,0.04470814,0.27203894,0.14329755306243896 | |
| 3.1473684,0.004450115,0.43561256,0.17633697390556335 | |
| 3.1548958,-0.057480413,-0.35315418,0.1157793253660202 | |
| 3.1562572,-0.13588965,-0.7011144,0.03600871562957764 | |
| 3.15337,-0.15304732,-0.09637815,0.021738290786743164 | |
| 3.1438177,-0.111061424,0.3487277,0.07327643036842346 | |