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AAMAS
2006
Springer
13 years 6 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...
ECML
2004
Springer
13 years 11 months ago
Analyzing Multi-agent Reinforcement Learning Using Evolutionary Dynamics
In this paper, we show how the dynamics of Q-learning can be visualized and analyzed from a perspective of Evolutionary Dynamics (ED). More specifically, we show how ED can be use...
Pieter Jan't Hoen, Karl Tuyls
WOA
2010
13 years 3 months ago
A Context Aware Multi-robot Coordination System Based on Agent Technology
This paper presents an approach for multi-robot coordination based both on coordinated navigation and task allocation method. An ad hoc agent based architecture is defined in order...
Alberto Grosso, Davide Anghinolfi, Antonio Boccala...
HICSS
2005
IEEE
142views Biometrics» more  HICSS 2005»
13 years 11 months ago
An Assembly and Execution Shell for MultiAgent Systems
This paper presents a novel approach to design and develop an assembly and execution shell for multiagent applications based on the concept of a mission. A mission is a live evolv...
Glenn T. Jayaputera, Arkady B. Zaslavsky, Seng Wai...
DATE
2008
IEEE
138views Hardware» more  DATE 2008»
14 years 14 days ago
Dynamic Task Allocation Strategies in MPSoC for Soft Real-time Applications
This work evaluates task allocation strategies based on bin-packing algorithms in the context of multiprocessor systems-on-chip (MPSoCs) with task migration capabilities, running ...
Eduardo Wenzel Brião, Daniel Barcelos, Fl&a...