178 search results - page 9 / 36 » Efficient Approximation of Optimal Control for Markov Games |
AMAI
2006
Springer
14 years 9 months ago
2006
Springer
A weakness of classical Markov decision processes (MDPs) is that they scale very poorly due to the flat state-space representation. Factored MDPs address this representational pro...
CDC
2010
IEEE
14 years 4 months ago
2010
IEEE
Game theory is emerging as a popular tool for distributed control of multiagent systems. In order to take advantage of these game theoretic tools the interactions of the autonomous...
CDC
2008
IEEE
15 years 3 months ago
2008
IEEE
— We study stochastic dynamic games with a large number of players, where players are coupled via their cost functions. A standard solution concept for stochastic games is Markov...
JAIR
2006
14 years 9 months ago
2006
Efficient representations and solutions for large decision problems with continuous and discrete variables are among the most important challenges faced by the designers of automa...
CDC
2010
IEEE
14 years 4 months ago
2010
IEEE
We present an on-line crosslayer control technique to characterize and approximate optimal policies for wireless networks. Our approach combines network utility maximization and ad...