large - MDP

This is a library that implements Markov Decision Processes from dataset accompanied with a MDP solver which uses GPU optimized Value Iteration.

Installation

Directly from source:

git clone https://github.com/idigitopia/lmdp.git
cd lmdp
pip install -e .

Reference:

Please use this bibtex if you would like to cite it:

@misc{lmdp,
      author = {Shrestha, Aayam},
      title = {lmdp: A MDP library to build and solve large MDPs very fast!},
      year = {2021},
      publisher = {GitHub},
      journal = {GitHub repository},
      howpublished = {\url{https://github.com/idigitopia/lmdp}},
    }

Usage:

import lmdp

Testing:

• Install: pip install -e ".[test]"
• Run: pytest