3 search results - page 1 / 1 » Flexible Decomposition Algorithms for Weakly Coupled Markov ... |
UAI
1998
13 years 6 months ago
1998
This paper presents two new approaches to decomposing and solving large Markov decision problems (MDPs), a partial decoupling method and a complete decoupling method. In these app...
ATAL
2011
Springer
12 years 4 months ago
2011
Springer
Researchers in the field of multiagent sequential decision making have commonly used the terms “weakly-coupled” and “loosely-coupled” to qualitatively classify problems i...
ATAL
2008
Springer
13 years 6 months ago
2008
Springer
In this paper we propose interaction-driven Markov games (IDMGs), a new model for multiagent decision making under uncertainty. IDMGs aim at describing multiagent decision problem...