23 search results - page 3 / 5 » The Cross-Entropy Method for Policy Search in Decentralized ... |
PRICAI
2000
Springer
13 years 9 months ago
2000
Springer
This paper introduces the even-odd POMDP, an approximation to POMDPs in which the world is assumed to be fully observable every other time step. The even-odd POMDP can be converte...
JAIR
2010
13 years 4 months ago
2010
Decentralized planning in uncertain environments is a complex task generally dealt with by using a decision-theoretic approach, mainly through the framework of Decentralized Parti...
ATAL
2006
Springer
13 years 9 months ago
2006
Springer
Security in multiagent systems is commonly defined as the ability of the system to deal with intentional threats from other agents. This paper focuses on domains where such intent...
PRIMA
2007
Springer
13 years 12 months ago
2007
Springer
Multiagent Partially Observable Markov Decision Processes are a popular model of multiagent systems with uncertainty. Since the computational cost for finding an optimal joint pol...
UAI
2001
13 years 7 months ago
2001
We present a new method for estimating the expected return of a POMDP from experience. The estimator does not assume any knowledge of the POMDP, can estimate the returns for finit...