Scaling solutions to Markov Decision Problems

The Markov Decision Problem (MDP) is a widely applied mathematical model useful for describing a wide array of real world decision problems ranging from navigation to scheduling to robotics. Existing methods for solving MDPs scale poorly when applied to large domains where there are many components...

Full description

Bibliographic Details
Main Author: Zang, Peng
Published: Georgia Institute of Technology 2012
Subjects:
Online Access:http://hdl.handle.net/1853/42906