safe-autonomous-systems / sac-RBC2D-easy-v0

huggingface.co
Total runs: 48
24-hour runs: 0
7-day runs: 19
30-day runs: 41
Model's Last Updated: February 04 2026
reinforcement-learning

Introduction of sac-RBC2D-easy-v0

Model Details of sac-RBC2D-easy-v0

SAC on RBC2D-easy-v0 (FluidGym)

This repository is part of the FluidGym benchmark results. It contains trained Stable Baselines3 agents for the specialized RBC2D-easy-v0 environment.

Evaluation Results
Global Performance (Aggregated across 5 seeds)

Mean Reward: 0.80 ± 0.09

Per-Seed Statistics
Run Mean Reward Std Dev
Seed 0 0.91 0.25
Seed 1 0.91 0.27
Seed 2 0.71 0.18
Seed 3 0.77 0.26
Seed 4 0.72 0.21
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-RBC2D-easy-v0 on huggingface.co

48
Total runs
0
24-hour runs
14
3-day runs
19
7-day runs
41
30-day runs

More Information About sac-RBC2D-easy-v0 huggingface.co Model

sac-RBC2D-easy-v0 huggingface.co

sac-RBC2D-easy-v0 huggingface.co is an AI model on huggingface.co that provides sac-RBC2D-easy-v0's model effect (), which can be used instantly with this safe-autonomous-systems sac-RBC2D-easy-v0 model. huggingface.co supports a free trial of the sac-RBC2D-easy-v0 model, and also provides paid use of the sac-RBC2D-easy-v0. Support call sac-RBC2D-easy-v0 model through api, including Node.js, Python, http.

safe-autonomous-systems sac-RBC2D-easy-v0 online free

sac-RBC2D-easy-v0 huggingface.co is an online trial and call api platform, which integrates sac-RBC2D-easy-v0's modeling effects, including api services, and provides a free online trial of sac-RBC2D-easy-v0, you can try sac-RBC2D-easy-v0 online for free by clicking the link below.

safe-autonomous-systems sac-RBC2D-easy-v0 online free url in huggingface.co:

https://huggingface.co/safe-autonomous-systems/sac-RBC2D-easy-v0

sac-RBC2D-easy-v0 install

sac-RBC2D-easy-v0 is an open source model from GitHub that offers a free installation service, and any user can find sac-RBC2D-easy-v0 on GitHub to install. At the same time, huggingface.co provides the effect of sac-RBC2D-easy-v0 install, users can directly use sac-RBC2D-easy-v0 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

sac-RBC2D-easy-v0 install url in huggingface.co:

https://huggingface.co/safe-autonomous-systems/sac-RBC2D-easy-v0

Url of sac-RBC2D-easy-v0

Provider of sac-RBC2D-easy-v0 huggingface.co

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