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AAAI
2006
15 years 8 months ago
A New Approach to Distributed Task Assignment using Lagrangian Decomposition and Distributed Constraint Satisfaction
We present a new formulation of distributed task assignment, called Generalized Mutual Assignment Problem (GMAP), which is derived from an NP-hard combinatorial optimization probl...
Katsutoshi Hirayama
AAAI
1998
15 years 8 months ago
The Dynamics of Reinforcement Learning in Cooperative Multiagent Systems
Reinforcement learning can provide a robust and natural means for agents to learn how to coordinate their action choices in multiagent systems. We examine some of the factors that...
Caroline Claus, Craig Boutilier
AAAI
1996
15 years 8 months ago
On the Foundations of Qualitative Decision Theory
This paper investigates the foundation of rnaxipnin, one of the central qualitative decision criteria, using the approach taken by Savage (Savage 1972) to investigate the foundati...
Ronen I. Brafman, Moshe Tennenholtz
IAT
2008
IEEE
15 years 6 months ago
A Game-Theoretic Approach to Determining Efficient Patrolling Strategies for Mobile Robots
Use of game-theoretic models to address patrolling applications has gained increasing interest in the very last years. The patrolling agent is considered playing a game against an...
Francesco Amigoni, Nicola Gatti, Antonio Ippedico
AAMAS
2007
Springer
15 years 6 months ago
Mechanisms for environments in multi-agent systems: Survey and opportunities
The environment has been recognized as an explicit and exploitable element to design Multi-Agent Systems (MAS). It can be assigned a number of responsibilities that would be more d...
Eric Platon, Marco Mamei, Nicolas Sabouret, Shinic...