Markov Decision Processes
Find the course details here. Registration was open till 26 Jan 2024.
- Module 1A — Foundations of Probability
- Module 1B — Stochastic Processes and DTMC
- Module 1C — Foundations of Optimization
- Module 2A — Introduction to Markov Decision Processes
- Module 2B — Finite-Horizon Markov Decision Processes
- Module 2C — Infinite-Horizon Discounted Markov Decision Processes
- Module 2D — Infinite-Horizon Average Reward Markov Decision Processes
- Module 3A — Constrained Markov Decision Processes
- Module 3B — Partially Observable Markov Decision Processes