Andrewzh112 / Udacity-Deep-Reinforcement-Learning-Nanodegree

Deep Reinforcement Learning Nanodegree

This repository contains material related to Udacity's Deep Reinforcement Learning Nanodegree program.

Projects

1. Navigation
2. Continuous Control
3. Collaboration and Competition

Exercises

• Monte Carlo Methods
• Temporal Difference Methods
• Taxi
• Discretization
• Tile-Coding
• DQN
• Cross-Entropy
• Hill-Climb
• REINFORCE
• PPO and REINFORCE - Pong
• DDPG - Bipedal
• DDPG - Pendulum
• Finance
• MADDPG
• AlphaZero

Certificate