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This repository is part of the
FluidGym
benchmark results. It contains trained Stable Baselines3 agents for the specialized
CylinderRot2D-medium-v0
environment.
Evaluation Results
Global Performance (Aggregated across 5 seeds)
Mean Reward:
0.31 ± 0.03
Per-Seed Statistics
Run
Mean Reward
Std Dev
Seed 0
0.31
0.64
Seed 1
0.29
0.66
Seed 2
0.26
0.55
Seed 3
0.30
0.66
Seed 4
0.36
0.63
About FluidGym
FluidGym is a benchmark for reinforcement learning in active flow control.
Usage
Each seed is contained in its own subdirectory. You can load a model using:
from stable_baselines3 import PPO
model = PPO.load("0/ckpt_latest.zip")
Runs of safe-autonomous-systems ppo-CylinderRot2D-medium-v0 on huggingface.co
16
Total runs
0
24-hour runs
2
3-day runs
3
7-day runs
12
30-day runs
More Information About ppo-CylinderRot2D-medium-v0 huggingface.co Model
ppo-CylinderRot2D-medium-v0 huggingface.co
ppo-CylinderRot2D-medium-v0 huggingface.co is an AI model on huggingface.co that provides ppo-CylinderRot2D-medium-v0's model effect (), which can be used instantly with this safe-autonomous-systems ppo-CylinderRot2D-medium-v0 model. huggingface.co supports a free trial of the ppo-CylinderRot2D-medium-v0 model, and also provides paid use of the ppo-CylinderRot2D-medium-v0. Support call ppo-CylinderRot2D-medium-v0 model through api, including Node.js, Python, http.
ppo-CylinderRot2D-medium-v0 huggingface.co is an online trial and call api platform, which integrates ppo-CylinderRot2D-medium-v0's modeling effects, including api services, and provides a free online trial of ppo-CylinderRot2D-medium-v0, you can try ppo-CylinderRot2D-medium-v0 online for free by clicking the link below.
safe-autonomous-systems ppo-CylinderRot2D-medium-v0 online free url in huggingface.co:
ppo-CylinderRot2D-medium-v0 is an open source model from GitHub that offers a free installation service, and any user can find ppo-CylinderRot2D-medium-v0 on GitHub to install. At the same time, huggingface.co provides the effect of ppo-CylinderRot2D-medium-v0 install, users can directly use ppo-CylinderRot2D-medium-v0 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.
ppo-CylinderRot2D-medium-v0 install url in huggingface.co: