Deep Reinforcement Learning offered by Udacity
This program requires experience with Python, probability, machine learning, and deep learning.
This repository contains project files for my Udacity's Deep Reinforcement Learning Nanodegree program.
For this project, we train an agent to navigate and collect bananas in a large, square world using Deep Q-Network (DQN).
For this project, we train a double-jointed arm agent to follow a target location using Deep Distributed Policy Gradient (DDPG).
For this project, we train a pair of agents to play tennis using DDPG with shared replay buffer.