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ICML
2003
IEEE
16 years 7 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
16 years 1 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
16 years 1 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
15 years 10 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
15 years 10 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...