1. What is Deep Reinforcement Learning?

2. Q-Learning

3. Deep Q-Learning

4. Improvements in Deep Q-Learning

5. Policy Gradients

6. Advantage Actor Critic (A2C) and Asynchronous Advantage Actor Critic (A3C)

7. Proximal Policy Gradients in A2C style