Batch-Switching Policy Iteration.
Shivaram KalyanakrishnanUtkarsh MallRitish GoyalPublished in: IJCAI (2016)
Keyphrases
- policy iteration
- markov decision processes
- least squares
- model free
- fixed point
- reinforcement learning
- sample path
- optimal policy
- temporal difference
- markov decision process
- infinite horizon
- finite state
- policy evaluation
- average reward
- optimal control
- convergence rate
- linear programming
- state space
- markov decision problems
- dynamic programming
- decision making
- average cost
- sufficient conditions
- probabilistic model
- discounted reward