Value-Based Methods

Apply deep learning architectures to reinforcement learning tasks. Train your own agent that navigates a virtual world from sensory data.

• Study Plan
• This lesson covers the study plan and prerequisites for this course.
• Deep Q-Networks
• Extend value-based reinforcement learning methods to complex problems using deep neural networks.
• Project: Navigation
• Train an agent to navigate a large world and collect yellow bananas, while avoiding blue bananas.