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» Evolution and learning in multiagent systems
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COGSR
2011
109views more  COGSR 2011»
13 years 2 months ago
How groups develop a specialized domain vocabulary: A cognitive multi-agent model
We simulate the evolution of a domain vocabulary in small communities. Empirical data show that human communicators can evolve graphical languages quickly in a constrained task (P...
David Reitter, Christian Lebiere
GECCO
2005
Springer
108views Optimization» more  GECCO 2005»
14 years 1 months ago
Exploring XCS in multiagent environments
This paper investigates the adaptability of XCS in four different multiagent environments. The environments are realized in a simplified soccer game, and they include (1) singlea...
Hiroyasu Inoue, Keiki Takadama, Katsunori Shimohar...
ATAL
2006
Springer
13 years 11 months ago
A novel method for automatic strategy acquisition in N-player non-zero-sum games
We present a novel method for automatically acquiring strategies for the double auction by combining evolutionary optimization together with a principled game-theoretic analysis. ...
Steve Phelps, Marek Marcinkiewicz, Simon Parsons
HICSS
2005
IEEE
142views Biometrics» more  HICSS 2005»
14 years 1 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...
SASO
2008
IEEE
14 years 2 months ago
Leveraging Organizational Guidance Policies with Learning to Self-Tune Multiagent Systems
As organization-based multiagent systems are applied to more complex problems, configuring and tuning the systems can become nearly as complex as the original problem a system wa...
Scott J. Harmon, Scott A. DeLoach, Robby, Doina Ca...