RL-tabular-solution-methods

This repo contains the code of RL algorithms in tabular case.

Dependencies

This code requires the following:

• python 3.7.6

Experimental Tasks

We implement the tabular RL algorithms in discrete 2D maze navigation tasks, e.g. a simple maze navigation problem is shown as follow:

Algorithms

This repo contains:

• DP-value-iteration
• SARSA
• Q-Learning