safe-autonomous-systems / ppo-CylinderJet2D-medium-v0

huggingface.co
Total runs: 32
24-hour runs: 0
7-day runs: 22
30-day runs: 18
Model's Last Updated: February 04 2026
reinforcement-learning

Introduction of ppo-CylinderJet2D-medium-v0

Model Details of ppo-CylinderJet2D-medium-v0

PPO on CylinderJet2D-medium-v0 (FluidGym)

This repository is part of the FluidGym benchmark results. It contains trained Stable Baselines3 agents for the specialized CylinderJet2D-medium-v0 environment.

Evaluation Results
Global Performance (Aggregated across 5 seeds)

Mean Reward: 0.26 ± 0.13

Per-Seed Statistics
Run Mean Reward Std Dev
Seed 0 0.39 0.55
Seed 1 0.29 0.50
Seed 2 0.38 0.46
Seed 3 0.17 0.39
Seed 4 0.07 0.36
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-CylinderJet2D-medium-v0 on huggingface.co

32
Total runs
0
24-hour runs
0
3-day runs
22
7-day runs
18
30-day runs

More Information About ppo-CylinderJet2D-medium-v0 huggingface.co Model

ppo-CylinderJet2D-medium-v0 huggingface.co

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https://huggingface.co/safe-autonomous-systems/ppo-CylinderJet2D-medium-v0

ppo-CylinderJet2D-medium-v0 install

ppo-CylinderJet2D-medium-v0 is an open source model from GitHub that offers a free installation service, and any user can find ppo-CylinderJet2D-medium-v0 on GitHub to install. At the same time, huggingface.co provides the effect of ppo-CylinderJet2D-medium-v0 install, users can directly use ppo-CylinderJet2D-medium-v0 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

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Url of ppo-CylinderJet2D-medium-v0

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