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» Multiagent learning in adaptive dynamic systems
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ATAL
2010
Springer
13 years 10 months ago
Learning multi-agent state space representations
This paper describes an algorithm, called CQ-learning, which learns to adapt the state representation for multi-agent systems in order to coordinate with other agents. We propose ...
Yann-Michaël De Hauwere, Peter Vrancx, Ann No...
ICMAS
2000
13 years 10 months ago
The Adaptive Agent Architecture: Achieving Fault-Tolerance Using Persistent Broker Teams
Brokers are used in many multi-agent systems for locating agents, for routing and sharing information, for managing the system, and for legal purposes, as independent third partie...
Sanjeev Kumar, Philip R. Cohen, Hector J. Levesque
PAAMS
2010
Springer
14 years 1 months ago
Advantages of MAS for the Resolution of a Power Management Problem in Smart Homes
Abstract This paper contributes to the design of intelligent buildings. A MultiAgents Home Automation System (MAHAS) is proposed which controls appliances and energy sources in bui...
Shadi Abras, Sylvie Pesty, Stéphane Ploix, ...
AAMAS
2007
Springer
13 years 9 months ago
A framework for meta-level control in multi-agent systems
Sophisticated agents operating in open environments must make decisions that efficiently trade off the use of their limited resources between dynamic deliberative actions and dom...
Anita Raja, Victor R. Lesser
ATAL
2008
Springer
13 years 11 months ago
Emerging coordination in infinite team Markov games
In this paper we address the problem of coordination in multi-agent sequential decision problems with infinite statespaces. We adopt a game theoretic formalism to describe the int...
Francisco S. Melo, M. Isabel Ribeiro