Syllabus (updated 7/3, see grade composition).
Final Assignments
- Guidelines and dates
- Applications papers (updated 15/6)
- Articles for Seminary Paper (updated 21/6)
Homework
- Home Assignment 1: due on March 21.
- Home Assignment 2: due on April 4.
- Home Assignment 3: due on May 3.
- Home assignment 4: due June 5, last June 13.
Lecture Notes:
- Introduction (Outline)
- Chapter 2: Dynamic Programming – Finite Horizon
- Chapter 3: Dynamic Programming – Infinite Horizon
- Chapter 4: Reinforcement Learning – Basic Algorithms
- Chapter 5: Stochastic Approximation
- Chapter 6: Basic Convergence Results
- Chapter 7: Efficient Exploration
- Chapter 8: Value and Policy Approximations (partial)