| Title | Towards Scalable MDP Algorithms |
| Publication Type | Conference Paper |
| Year of Publication | 2011 |
| Authors | Kolobov A, Mausam, Weld D |
| Conference Name | Twenty-Second International Joint Conference on Artificial Intelligence |
| Date or Month Published | June |
| Publisher | AAAI Press |
| Conference Location | Barcelona, Spain |
| Abstract | The 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. |
| Downloads | https://www.aaai.org/ocs/index.php/IJCAI/IJCAI11/paper/view/2911/3611 PDF |
| Month of Publication | June |
| Citation Key | 9783 |
