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101
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AAMAS
2007
Springer
15 years 26 days ago
Shaping multi-agent systems with gradient reinforcement learning
An original Reinforcement Learning (RL) methodology is proposed for the design of multi-agent systems. In the realistic setting of situated agents with local perception, the task o...
Olivier Buffet, Alain Dutech, François Char...
107
Voted
AAMAS
1999
Springer
15 years 12 days ago
Learning Situation-Specific Coordination in Cooperative Multi-agent Systems
Achieving effective cooperation in a multi-agent system is a difficult problem for a number of reasons such as limited and possiblyout-datedviews of activitiesof other agents and ...
M. V. Nagendra Prasad, Victor R. Lesser
109
Voted
TSMC
2010
14 years 7 months ago
An Object-Process-Based Modeling Language for Multiagent Systems
Abstract--While a number of modeling languages for constructing multiagent systems (MASs) have been suggested, none of them is widely accepted and used. A prominent reason for this...
Arnon Sturm, Dov Dori, Onn Shehory
86
Voted
ICAS
2009
IEEE
148views Robotics» more  ICAS 2009»
15 years 7 months ago
An Observation Framework for Multi-agent Systems
Existing middleware platforms for multi-agent systems (MAS) do not provide general support for observation. On the other hand, observation is considered to be an important mechani...
Joonas Kesaniemi, Artem Katasonov, Vagan Y. Terziy...
112
Voted
ATAL
2007
Springer
15 years 7 months ago
Filters for semantic service composition in service-oriented multiagent systems
In Service-Oriented MAS middle-agents provide different kinds of matchmaking functionalities. If no adequate services are available for a specific request, a planning functionalit...
Alberto Fernández, Sascha Ossowski