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» Evolution and learning in multiagent systems
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COGSR
2011
109views more  COGSR 2011»
14 years 11 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»
15 years 9 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
15 years 8 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»
15 years 10 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
15 years 10 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...