- High level idea: Policy Improvement and Policy Evaluation.
- Value Iteration; Policy Iteration.
- Temporal Differences; Q-factors.

# Category: Control for Finance

## Infinite Time Horizon, MDP

- Positive Programming, Negative Programming & Discounted Programming.
- Optimality Conditions.

## Markov Decision Processes

- Markov Decisions Problems; Bellman’s Equation; Two examples

## Dynamic Programming

## Diffusion Control Problems

- The Hamilton-Jacobi-Bellman Equation.
- Heuristic derivation of the HJB equation.

## Continuous Time Dynamic Programs

- Â Continuous-time dynamic programs
- The HJB equation; a heuristic derivation; and proof of optimality.

## Markov Decision Processes

- Markov Decisions Problems; Bellman’s Equation; Two examples