1. Learning Process Model
   1. Function curves
      1. linear
      2. geometric
   2. Bayesian updating
      1. trial-by-trial behavior not satisfactory
      2. asymptotic convergence and consistent
   3. Markov chain
   4. Machine learner?
   5. Desired prop.
      1. knowledge increases on average
      2. abstracting out a func. from certain model
2. Stochastic System Model
   1. States
      1. connection/detection
   2. Transitions
   3. Reward/Cost measure
   4. Controls
3. Issues
   1. Sample path dependency
      1. ``long-run behavior'' summary as solution
4. Analysis
   1. Time-separable trick
   2. MDP
      1. SSP
         1. relentless attacker
         2. Never-Expel dominates
      2. Discounted
         1. prob. of attacker giving up