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» Multi-agent learning for engineers
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PRICAI
2000
Springer
15 years 1 months ago
Constructing an Autonomous Agent with an Interdependent Heuristics
When we construct an agent by integrating modules, there appear troubles concerning the autonomy of the agent if we introduce a heuristics that dominates the whole agent. Thus, we ...
Koichi Moriyama, Masayuki Numao
OTM
2005
Springer
15 years 3 months ago
An Hybrid Intermediation Architectural Approach for Integrating Cross-Organizational Services
Nowadays, workflow research has shifted from fundamentals of workflow modelling and enactment towards improvement of the workflow modelling lifecycle and integration of workflow en...
Giannis Verginadis, Panagiotis Gouvas, Gregoris Me...
CEEMAS
2007
Springer
15 years 1 months ago
Knowledge Driven Architecture for Home Care
Multi-Agent Systems (MAS) in health-care domains are showing a rapid increase, in order to manage complex tasks and adapt gracefully to unexpected events. On the other hand, the la...
Ákos Hajnal, David Isern, Antonio Moreno, G...
64
Voted
ATAL
2007
Springer
15 years 3 months ago
SMILE: Sound Multi-agent Incremental LEarning
This article deals with the problem of collaborative learning in a multi-agent system. Here each agent can update incrementally its beliefs B (the concept representation) so that ...
Gauvain Bourgne, Amal El Fallah-Seghrouchni, Henry...
82
Voted
ATAL
2008
Springer
14 years 11 months ago
Switching dynamics of multi-agent learning
This paper presents the dynamics of multi-agent reinforcement learning in multiple state problems. We extend previous work that formally modelled the relation between reinforcemen...
Peter Vrancx, Karl Tuyls, Ronald L. Westra