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ICML
2003
IEEE
14 years 11 months ago
Q-Decomposition for Reinforcement Learning Agents
The paper explores a very simple agent design method called Q-decomposition, wherein a complex agent is built from simpler subagents. Each subagent has its own reward function and...
Stuart J. Russell, Andrew Zimdars
ESAW
2009
Springer
14 years 5 months ago
Replication Based on Role Concept for Multi-Agent Systems
Replication is widely used to improve fault tolerance in distributed and multi-agent systems. In this paper, we present a different point of view on replication in multi-agent syst...
Sebnem Bora, Oguz Dikenelli
ESAW
2009
Springer
14 years 5 months ago
A Space-Based Generic Pattern for Self-Initiative Load Balancing Agents
Abstract. Load-Balancing is a significant problem in heterogeneous distributed systems. There exist many load balancing algorithms, however, most approaches are very problem speci...
eva Kühn, Vesna Sesum-Cavic
SRDS
1999
IEEE
14 years 2 months ago
An Agent Platform for Reliable Asynchronous Distributed Programming
Production of reliable and flexible distributed applications is a growing area of interest and research. Various middleware technologies are often used as the communication infras...
Luc Bellissard, Noel De Palma, André Freyss...
E4MAS
2006
Springer
14 years 2 months ago
Establishing Global Properties of Multi-Agent Systems Via Local Laws
Abstract. This paper is part of a long term research program on multiagent systems (MASs), based on the proposition that the interactions among the members of a large and heterogen...
Wenxuan Zhang, Constantin Serban, Naftaly H. Minsk...