create-rl-app 0.0.5

Bootstrap a new Reinforcement Learning project

create-rl-app

A CLI application to bootstrap reinforcement learning applications within the Jaxnasium ecosystem. Quickly scaffold new RL projects for either developing environments with baseline algorithms or for altering existing baselines.

What it does

create-rl-app is a command-line tool that helps you quickly set up new reinforcement learning projects using the Jaxnasium framework. It creates a well-structured project template with:

• 🚀 Quick Setup: Get a new RL project running in seconds
• 🏗️ Helpful Templates: Templates for environments and algorithms for you to start with.
• ⚡ Performance Optimized: Sets you up with PureJaxRL compatible agents and environments for performance and GPU scalability.

Useage

uvx (Recommended)

uvx create-rl-app <project_name>
cd <project_name>
uv run train_example.py

pipx

pipx run create-rl-app <project_name>
cd <project_name>
# Create a new environment (e.g. conda, venv, etc.)
# source .../bin/activate
python train_example.py

Or Install Globally

uv tool install create-rl-app

pip install create-rl-app

Dependencies

None.

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.