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SASO
2008
IEEE
13 years 11 months ago
An Infection-Based Mechanism for Self-Adaptation in Multi-agent Complex Networks
Distributed mechanisms that regulate the behavior of autonomous agents in open multi-agent systems (MAS) are of high interest since we cannot employ centralized approaches relying...
Norman Salazar, Juan A. Rodríguez-Aguilar, ...
ECAI
2008
Springer
13 years 6 months ago
Infection-Based Norm Emergence in Multi-Agent Complex Networks
We propose a computational model that facilitates agents in a MAS to collaboratively evolve their norms to reach the best norm conventions. Our approach borrows from the social con...
Norman Salazar, Juan A. Rodríguez-Aguilar, ...
AAAI
2010
13 years 6 months ago
Biologically-Inspired Control for Multi-Agent Self-Adaptive Tasks
Decentralized agent groups typically require complex mechanisms to accomplish coordinated tasks. In contrast, biological systems can achieve intelligent group behaviors with each ...
Chih-Han Yu, Radhika Nagpal
GECCO
2008
Springer
144views Optimization» more  GECCO 2008»
13 years 5 months ago
Self-adaptive constructivism in Neural XCS and XCSF
For artificial entities to achieve high degrees of autonomy they will need to display appropriate adaptability. In this sense adaptability includes representational flexibility gu...
Gerard David Howard, Larry Bull, Pier Luca Lanzi
GECCO
2008
Springer
148views Optimization» more  GECCO 2008»
13 years 5 months ago
On the effects of node duplication and connection-oriented constructivism in neural XCSF
For artificial entities to achieve high degrees of autonomy they will need to display appropriate adaptability. In this sense adaptability includes representational flexibility gu...
Gerard David Howard, Larry Bull