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ATAL
2003
Springer
14 years 2 months ago
A selection-mutation model for q-learning in multi-agent systems
Although well understood in the single-agent framework, the use of traditional reinforcement learning (RL) algorithms in multi-agent systems (MAS) is not always justified. The fe...
Karl Tuyls, Katja Verbeeck, Tom Lenaerts
AIIA
2007
Springer
13 years 10 months ago
Plan Diagnosis and Agent Diagnosis in Multi-agent Systems
Abstract. The paper discusses a distributed approach for monitoring and diagnosing the execution of a plan where concurrent actions are performed by a team of cooperating agents. T...
Roberto Micalizio, Pietro Torasso
ESOA
2006
14 years 19 days ago
An Analysis and Design Concept for Self-organization in Holonic Multi-agent Systems
Holonic Multi-Agent Systems (HMAS) are a convenient way to engineer complex and open systems. In such systems, agents have to be able to self-organize to satisfy their goals. Our w...
Sebastian Rodriguez, Nicolas Gaud, Vincent Hilaire...
GCC
2003
Springer
14 years 2 months ago
Modelling Cooperative Multi-agent Systems
Cooperative computing is becoming inevitable with the emerging of service-oriented computing and GRID becoming a ubiquitous computing resource. It is widely recognized that agent t...
Lijun Shan, Hong Zhu
KES
2008
Springer
13 years 8 months ago
A Procedure Ontology for Advanced Diagnosis of Process Systems
An ontology for representing operation, safety and control procedures is proposed in this paper that supports diagnosis based on following these procedures and combining observed m...
Katalin M. Hangos, Erzsébet Németh, ...