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

huggingface.co
Total runs: 42
24-hour runs: 0
7-day runs: 6
30-day runs: 12
Model's Last Updated: February 04 2026
reinforcement-learning

Introduction of sac-CylinderJet2D-medium-v0

Model Details of sac-CylinderJet2D-medium-v0

SAC 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: 0.38 ± 0.17

Per-Seed Statistics
Run Mean Reward Std Dev
Seed 0 0.51 0.56
Seed 1 0.52 0.52
Seed 2 0.50 0.45
Seed 3 0.09 0.30
Seed 4 0.26 0.42
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 SAC
model = SAC.load("0/ckpt_latest.zip")

Runs of safe-autonomous-systems sac-CylinderJet2D-medium-v0 on huggingface.co

42
Total runs
0
24-hour runs
-1
3-day runs
6
7-day runs
12
30-day runs

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

sac-CylinderJet2D-medium-v0 huggingface.co

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

sac-CylinderJet2D-medium-v0 install

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

sac-CylinderJet2D-medium-v0 install url in huggingface.co:

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

Url of sac-CylinderJet2D-medium-v0

Provider of sac-CylinderJet2D-medium-v0 huggingface.co

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