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90
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WSC
2008
15 years 2 months ago
Parallel discrete-event simulation of population dynamics
Research in parallel simulation has been around for more than two decades. However, the number of papers reporting on its application to real world problems is limited. At the 200...
Bhakti Satyabudhi, Stephan Onggo
JMLR
2006
153views more  JMLR 2006»
15 years 12 days ago
Collaborative Multiagent Reinforcement Learning by Payoff Propagation
In this article we describe a set of scalable techniques for learning the behavior of a group of agents in a collaborative multiagent setting. As a basis we use the framework of c...
Jelle R. Kok, Nikos A. Vlassis
106
Voted
AAMAS
2002
Springer
15 years 10 days ago
Multiagent Learning for Open Systems: A Study in Opponent Classification
Abstract. Open systems are becoming increasingly important in a variety of distributed, networked computer applications. Their characteristics, such as agent diversity, heterogenei...
Michael Rovatsos, Gerhard Weiß, Marco Wolf
99
Voted
AAMAS
2002
Springer
15 years 10 days ago
A Scheduling Scheme for Controlling Allocation of CPU Resources for Mobile Programs
There is considerable interest in developing runtime infrastructures for programs that can migrate from one host to another. Mobile programs are appealing because they support eff...
Manoj Lal, Raju Pandey
111
Voted
APIN
2002
90views more  APIN 2002»
15 years 10 days ago
Scalable Techniques from Nonparametric Statistics for Real Time Robot Learning
Abstract: Locally weighted learning (LWL) is a class of techniques from nonparametric statistics that provides useful representations and training algorithms for learning about com...
Stefan Schaal, Christopher G. Atkeson, Sethu Vijay...