4 releases (breaking)
0.4.0 | Jun 19, 2024 |
---|---|
0.3.0 | Jun 4, 2024 |
0.2.0 | Apr 21, 2024 |
0.1.0 | Apr 20, 2024 |
#356 in Machine learning
97KB
2.5K
SLoC
rl - A rust reinforcement learning library
About
rl is a fully rust-native reinforcement learning library with the goal of providing a unified RL development experience, including:
- High-performance production-ready implementations of all SoTA RL algorithms powered by the rust-native deep learning framework burn
- Out of the box benchmarking multiple algorithms against eachother
- Detailed logging and training visualization
- Maximum extensibility for creating and testing new experimental algorithms
- Gym environments
- A comfortable learning experience for those new to RL
- General RL peripherals and utility functions
Dependencies
~39–79MB
~1.5M SLoC