A Data-Driven Policy Iteration Scheme based on Linear Programming.
Goran BanjacJohn LygerosPublished in: CDC (2019)
Keyphrases
- policy iteration
- linear programming
- data driven
- markov decision processes
- model free
- optimal policy
- markov decision problems
- linear program
- reinforcement learning
- least squares
- policy evaluation
- sample path
- dynamic programming
- fixed point
- average reward
- np hard
- finite state
- optimal solution
- markov decision process
- infinite horizon
- search algorithm
- radial basis function
- temporal difference
- objective function
- image segmentation