RL-Algorithms

This repository contains my implementations of Deep Reinforcement Learning Algorithms.

Goal

The goal of this project is to implement several reinforcement learning algorithms. They are presented below:

• Value-based methods
  • Deep Q-Networks
  • Dueling DQN
  • Double Q-Learning
  • Prioritized Experience Replay
  • Multi-step DQN
  • Noisy DQN
  • Distributional RL
• Policy-based methods

Installation

I've only tried building this project on Linux machines.

Linux(Debian-based systems)

pip install -i https://test.pypi.org/simple/ rlalgs

Usage

I will include some samples as soon as I get more algorithms implemented.