Exploiting structure in decentralized Markov decision processes

While formal, decision-theoretic models such as the Markov Decision Process (MDP) have greatly advanced the field of single-agent control, application of similar ideas to multi-agent domains has proven problematic. The advantages of such an approach over traditional heuristic and experimental models...

Full description

Bibliographic Details
Main Author: Becker, Raphen
Language:ENG
Published: ScholarWorks@UMass Amherst 2006
Subjects:
Online Access:https://scholarworks.umass.edu/dissertations/AAI3242298