Minority Game: A Logic-Based Approach in TuCSoN


Enrico Oliva, Mirko Viroli, Andrea Omicini

From Objects to Agents, pages 181-186
CEUR Workshop Proceedings 204, October 2006
Sun SITE Central Europe, RWTH Aachen University
Flavio De Paoli, Antonella Di Stefano, Andrea Omicini, Corrado Santoro (eds.)
7th Workshop “From Objects to Agents” (WOA 2006), Catania, Italy, 26-27 September 2006. Proceedings

Minority Game is receiving an increasing interest because it models emergent properties of complex systems including rational entities, such as for instance the evolution of financial markets. As such, Minority Game provides for a simple yet stimulating scenario for system simulation.
In this paper, we aim at presenting a logic approach to the Minority Game whose goal is to overcome the well-known limits of the equation model in the verification of the system behaviour. We realise the social system simulation using a novel MAS metamodel based on agents and artifacts, where the agent rationality is obtained using a BDI architecture.
To this end, we adopt the TuCSoN infrastructure for agent coordination, and its logic-based tuple centre abstractions as artifact representatives. By implementing Minority Game over TuCSoN, we show some of the benefits of the artifact model in terms of flexibility and controllability of the simulation.
A number of parameters can affect the behaviour of Minority Game simulation: such parameters are explicitly represented in the coordination artifact, so that they can be tuned up during the simulation. In particular, experiments are shown where memory size and number of wrong moves are adopted as the tuning parameters.

 @inproceedings{mg-woa2006,
Author = {Oliva, Enrico and Viroli, Mirko and Omicini, Andrea},
Booktitle = {From Objects to Agents},
Editor = {De Paoli, Flavio and Di Stefano, Antonella and Omicini, Andrea and Santoro, Corrado},
Issn = {1613-0073},
Month = oct,
Note = {7th Workshop ``From Objects to Agents'' (WOA 2006), Catania, Italy, 26--27~} # sep # {~2006. Proceedings},
Pages = {181--186},
Publisher = {Sun SITE Central Europe, RWTH Aachen University},
ScopusId = {2-s2.0-78650290825},
Series = {CEUR Workshop Proceedings},
Title = {{M}inority {G}ame: A Logic-Based Approach in {{\sf TuCSoN}}},
Url = {http://ceur-ws.org/Vol-204/P02.pdf},
Volume = 204,
Year = 2006

Journals & Series

Events

  • 7º Workshop Nazionale “Dagli Oggetti agli Agenti” (WOA 2006) — 26/09/2006–27/09/2006

Publication

— authors

Enrico Oliva, Mirko Viroli, Andrea Omicini

— editors

Flavio De Paoli, Antonella Di Stefano, Andrea Omicini, Corrado Santoro

— status

published

— sort

paper in proceedings

Venue

— volume

From Objects to Agents

— series

CEUR Workshop Proceedings

— volume

204

— pages

181-186

— publication date

October 2006

URLs

original page

Identifiers

— IRIS

11585/30143

— Scopus

2-s2.0-78650290825

— print ISSN

1613-0073

BibTeX

— BibTeX ID
mg-woa2006
— BibTeX category
inproceedings

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