- Boutilier, Dean and Hanks: Decision
Theoretic Planning: Structural Assumptions and Computational Leverage
(1999)
- Guestrin, Koller, Parr, Venkataraman: Efficient
Solution Algorithms for Factored MDPs, JAIR-2003
- Guestrin, Koller, Parr: Multiagent
Planning with Factored MDPs, NIPS-2001
- Boutilier, C., Dearden, R.,
and Goldszmidt, M. (2000). Stochastic dynamic
programming with factored representations. Artificial Intelligence,
121(1--2):49—107
- Solving Factored MDPs with Hybrid State
and Action Variables;
Branislav Kveton, Milos
Hauskrecht, and Carlos Guestrin;
in Journal
of Artificial Intelligence Research (JAIR), Volume 27, pp. 153-201,
October 2006. [PDF
version]