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AAMAS
2006
Springer
13 years 9 months ago
An Evolutionary Dynamical Analysis of Multi-Agent Learning in Iterated Games
In this paper, we investigate Reinforcement learning (RL) in multi-agent systems (MAS) from an evolutionary dynamical perspective. Typical for a MAS is that the environment is not ...
Karl Tuyls, Pieter Jan't Hoen, Bram Vanschoenwinke...
CDC
2008
IEEE
161views Control Systems» more  CDC 2008»
14 years 3 months ago
Distributed policies for equitable partitioning: Theory and applications
Abstract— The most widely applied resource allocation strategy is to balance, or equalize, the total workload assigned to each resource. In mobile multi-agent systems, this princ...
Marco Pavone, Emilio Frazzoli, Francesco Bullo
AOSE
2004
Springer
14 years 2 months ago
A Design Process for Adaptive Behavior of Situated Agents
Abstract. Engineering non-trivial open multi-agent systems is a challenging task. Our research focusses on situated multi-agent systems, i.e. systems in which agents are explicitly...
Elke Steegmans, Danny Weyns, Tom Holvoet, Yolande ...
ISSRE
2003
IEEE
14 years 2 months ago
DARX - A Framework For The Fault-Tolerant Support Of Agent Software
This paper presents DARX, our framework for building applications that provide adaptive fault tolerance. It relies on the fact that multi-agent platforms constitute a very strong ...
Olivier Marin, Marin Bertier, Pierre Sens
ATAL
2008
Springer
13 years 11 months ago
A new approach to cooperative pathfinding
In the multi-agent pathfinding problem, groups of agents need to plan paths between their respective start and goal locations in a given environment, usually a two-dimensional map...
M. Renee Jansen, Nathan R. Sturtevant