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» A Multiagent Variant of Dyna-Q
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59
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ICMAS
2000
14 years 11 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
94
Voted
ATAL
2000
Springer
15 years 2 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
15 years 3 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
90
Voted
WOA
2001
14 years 11 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
61
Voted
AAI
1999
71views more  AAI 1999»
14 years 10 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