Learning Objectives

Learning Objectives for Lecture 6: Temporal Difference (Sutton and Barto 2018) 🎯

• Temporal Difference (TD) Prediction.
• SARSA.
• Q-Learning.
• Double Q-Learning.
• (Optional) n-step Bootstrapping.
• Homemade GridWorld OpenAI environment using gymnasium, pygame & numpy.

Taxonomy of Reinforcement Learning

Sutton, Richard S., and Andrew G. Barto. 2018. Reinforcement Learning: An Introduction. 2nd ed. Cambridge, MA: MIT Press.