TY  - GEN
ID  - cogprints1775
UR  - http://cogprints.org/1775/
A1  - Edmonds, Bruce
Y1  - 1999///
N2  - Brian Arthur's `El Farol Bar' model is extended so that the agents also learn and communicate. The learning and communication is implemented using an evolutionary process acting upon a population of mental models inside each agent. The evolutionary process is based on a Genetic Programming algorithm. Each gene is composed of two tree-structures: one to control its action and one to determine its communication. A detailed case-study from the simulations show how the agents have differentiated so that by the end of the run they had taken on very different roles. Thus the introduction of a flexible learning process and an expressive internal representation has allowed the emergence of heterogeneity.
PB  - University of Surrey
KW  - learning
KW  -  social
KW  -  agents
KW  -  genetic programming
KW  -  heterogenaity
KW  -  emergence
KW  -  representation
KW  -  expressiveness
KW  -  naming
KW  -  simulation
KW  -  economics
KW  -  multi-agent systems
TI  - Gossip, Sexual Recombination and the El Farol Bar: modelling the emergence of heterogeneity
AV  - public
ER  -

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