summary.yml

- title: Basic Theory
  links:
    - text: Stochastic optimization
      href: stochastic-optimization/intro.qmd
    - text: Intro to MDPs
      href: mdps/intro.qmd
    - text: Infinite horizon 
      href: mdps/inf-horizon.qmd
    - text: MDP Algorithms
      href: mdps/mdp-algorithms.qmd
    - text: Computational Complexity
      href: mdps/computational-complexity-vi.qmd
    - text: LP formulation
      href: mdps/linear-programming.qmd
    - text: Intro to POMDPs
      href: pomdps/intro.qmd

- title: Qualitative properties
  links:
    - text: Monotonicity 
      href: mdps/monotone-mdps.qmd
    - text: Reward shaping
      href: mdps/reward-shaping.qmd
    - text: Lipschitz MDPs
      href: mdps/lipschitz-mdps.qmd

- title: Examples
  links:
    - text: Newsvendor
      href: stochastic-optimization/newsvendor.qmd
    - text: Gambling
      href: mdps/gambling.qmd
    - text: Inventory management
      href: mdps/inventory-management.qmd
    - text: Power-delay tradeoff
      href: mdps/monotone-examples.qmd#power-delay-tradeoff
    - text: Mobile Edge Computing
      href: mdps/mobile-edge-computing.qmd
    - text: Sequential hypothesis testing
      href: pomdps/sequential-hypothesis.qmd

- title: Approximations
  links:
    - text: Approximate DP
      href: approx-mdps/approx-DP.qmd
    - text: Policy loss
      href: approx-mdps/policy-loss.qmd
    - text: Model approximation
      href: approx-mdps/model-approximation.qmd

- title: Linear Systems
  links:
    - text: LQ regulation
      href: linear-systems/lqr.qmd
    - text: Large-scale systems
      href: linear-systems/large-scale-systems.qmd