stable-baselines3

Package — RLPython 3.7+Expert

Reliable RL algorithm implementations: PPO, A2C, SAC, DQN, TD3

Quick Info

Documentation
Official Docs
Python Version
3.7+
Dependencies
PyTorch, NumPy, gymnasium, cloudpickle, pandas, matplotlib
Install
pip install stable-baselines3

Learn by Difficulty

Easy2 examples
Examples|Playground
Intermediate1 example
Examples|Playground
Advanced1 example
Examples|Playground
Expert1 example
Examples|Playground

Quick Example

python
# Install: pip install stable-baselines3
import stable_baselines3

# Basic stable-baselines3 usage
print(f"Using stable-baselines3")
# See documentation for detailed examples

stable-baselines3 is a third-party package. Reliable RL algorithm implementations: PPO, A2C, SAC, DQN, TD3. Install with: pip install stable-baselines3

Try in Playground

Tags

packagereinforcement-learningaisimulation