Grokking Deep Reinforcement Learning
- Introduction
- Mathematical foundations of reinforcement learning
- Balancing immediate and long-term goals
- Balancing the gathering and use of information
- Evaluating Agent's Behaviors
- Improving Agent's Behaviors
- Achieving goals more effectively and efficiently
- Introduction to value-based deep reinforcement learning
- More stable value-based methods
- Toward artificial general intelligence