Keyphrases
- policy iteration
- model free
- markov decision processes
- reinforcement learning
- fixed point
- least squares
- sample path
- temporal difference
- optimal policy
- finite state
- markov decision process
- average reward
- policy evaluation
- convergence rate
- linear programming
- function approximation
- infinite horizon
- markov decision problems
- discounted reward
- average cost
- optimal control
- probability distribution
- dynamical systems
- state space
- decision making