madepro
| Crates.io | madepro |
| lib.rs | madepro |
| version | 0.1.0 |
| created_at | 2024-01-13 03:18:39.823501+00 |
| updated_at | 2024-01-13 03:18:39.823501+00 |
| description | A minimal Rust library crate for solving finite deterministic Markov decision processes (MDPs) |
| homepage | |
| repository | https://github.com/devspaceship/madepro |
| max_upload_size | |
| id | 1098261 |
| size | 40,066 |
Thomas Saint-Gérand (devspaceship)
documentation
README
madepro
A minimal Rust library crate for solving finite deterministic Markov decision processes (MDPs).
Limitations
This library is still in development and is not ready for production use. It only implements a few algorithms and one environment. It is also limited to deterministic MDPs. Originally, I only created this library in order to refactor my blog post on Markov Decision Processes. However, I decided to probably continue working on it when I have the time. In the future I would first like to make the library more generic and then add more algorithms and environments.
Features
The library currently supports the following algorithms:
Roadmap
The following features are planned for the future:
- Stochastic MDPs
- Stochastic policies
- State-dependent action spaces
- More algorithms