Notes

Notes for Reinforcement Learning: Theory and Algorithms

• Chapter 1: Markov Decision Processes
• Chapter 6: Multi-Armed & Linear Bandits
• Chapter 7: Strategic Exploration in Tabular MDPs
• Chapter 8: Linearly Parameterized MDPs

Statistical Lecture Notes for MedAI Lab

• Introduction to Basic Statistical Learning
• Introduction to Simulation Experiments