TitleTowards Scalable MDP Algorithms
Publication TypeConference Paper
Year of Publication2011
AuthorsKolobov A, Mausam, Weld D
Conference NameTwenty-Second International Joint Conference on Artificial Intelligence
Date or Month PublishedJune
PublisherAAAI Press
Conference LocationBarcelona, Spain
AbstractThe scalability of algorithms for solving Markov Decision Processes (MDPs) has been a limiting factor for MDPs as a modeling tool. This dissertation develops theoretical and empirical techniques for solving larger MDPs than was possible before, and aims to demonstrate the achieved progress by applying these new algorithms to a real-world problem.
Downloadshttps://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/view/2911/3611 PDF
Month of PublicationJune
Citation Key9783