Point-Based Policy Iteration.
Shihao JiRonald ParrHui LiXuejun LiaoLawrence CarinPublished in: AAAI (2007)
Keyphrases
- policy iteration
- markov decision processes
- model free
- fixed point
- reinforcement learning
- optimal policy
- least squares
- sample path
- markov decision process
- policy evaluation
- finite state
- temporal difference
- average reward
- state space
- markov decision problems
- convergence rate
- infinite horizon
- linear programming
- multistage
- discounted reward
- function approximation
- dynamic programming