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ICMAS
2000
13 years 6 months ago
A Multiagent Variant of Dyna-Q
This paper describes a multiagent variant of Dyna-Q called M-Dyna-Q. Dyna-Q is an integrated single-agent framework for planning, reacting, and learning. Like DynaQ, M-Dyna-Q empl...
Gerhard Weiß
ATAL
2000
Springer
13 years 9 months ago
An Architectural Framework for Integrated Multiagent Planning, Reacting, and Learning
Abstract. Dyna is a single-agent architectural framework that integrates learning, planning, and reacting. Well known instantiations of Dyna are Dyna-AC and Dyna-Q. Here a multiage...
Gerhard Weiß
CEC
2005
IEEE
13 years 10 months ago
Evolutionary computation variants for cooperative spatial coordination
Abstract- This paper presents a comparative study between genetic and probabilistic search approaches of evolutionary computation. They are both applied for optimizing the behavior...
Georgios N. Yannakakis, John Hallam, John Levine
WOA
2001
13 years 6 months ago
A Contract Decommitment Protocol for Automated Negotiation in Time Variant Environments
Negotiation is a fundamental mechanism in distributed multi-agent systems. Since negotiation is a time-spending process, in many scenarios agents have to take into account the pas...
Federico Bergenti, Agostino Poggi, Matteo Somacher
AAI
1999
71views more  AAI 1999»
13 years 4 months ago
Multiagent Treatment of Agenthood
There have been numerous attempts to provide a standardized definition of a computational agent, but little consensus has emerged. We propose a simple test for agenthood that can ...
Michael N. Huhns, Munindar P. Singh