Reinforcement Learning Examples

This repository contains codes for different reinforcement learning techniques to solve problems. Each folder in this repository contains a different RL technique.

Algorithms

Q-Learning

1. Shortest path in undirected graph
2. Cart Pole Balancing using OpenAI Gym

SARSA

1. Shortest path in undirected graph
2. Frozen Lake using OpenAI Gym

Usage

1. First clone this project.
2. Create a virtual environment and install the dependenices using pip install -r requirements.txt.
3. Go to any folder and open the jupyter notebook file.

License

MIT

Contribution

Feel free to contribute to this project. Feel free to create a PR.