Topics and Objectives
- Randomized trials, observational study and propensity score
weighting
- Treatment effect estimations and unobserved confounders
- Estimating the optimal treatment regime
- Dynamic treatment rules and reinforcement learning
- Bellman equation, its properties and applications
- Example algorithms for policy evaluation and policy learning
- Other topics in reinforcement learning TBD