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Options for Markov Decision Problems

Python 3.

This repository contains a set of algorithms to generate options for Markov Decision problems (MDPs). The code is either implemented from scratch or just calling an API of numpy, scipy, networkx, etc.

Directory

graph: approximation algorithms in graph algorithm literature. option_generation: option generation algorithms. experiments: Scripts to replicate experiments in papers.

Dependency

simple_rl

numpy, scipy, networkx, ortools

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