Agent-Based Modeling of the El Farol Bar Problem
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Erev, Ido & Roth, Alvin E, 1998. "Predicting How People Play Games: Reinforcement Learning in Experimental Games with Unique, Mixed Strategy Equilibria," American Economic Review, American Economic Association, vol. 88(4), pages 848-881, September.
- Duncan Whitehead, 2008. "The El Farol Bar Problem Revisited: Reinforcement Learning in a Potential Game," Edinburgh School of Economics Discussion Paper Series 186, Edinburgh School of Economics, University of Edinburgh.
- Ann M. Bell & William A. Sethares, 1999. "The El Farol Problem and the Internet: Congestion and Coordination Failure," Computing in Economics and Finance 1999 812, Society for Computational Economics.
- Eduardo Zambrano, 2004. "The Interplay between Analytics and Computation in the Study of Congestion Externalities: The Case of the El Farol Problem," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 6(2), pages 375-395, May.
- Franke, Reiner, 2003. "Reinforcement learning in the El Farol model," Journal of Economic Behavior & Organization, Elsevier, vol. 51(3), pages 367-388, July.
- Challet, Damien & Marsili, M & Ottino, Gabriele, 2004.
"Shedding light on El Farol,"
Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 332(C), pages 469-482.
- Damien Challet & Matteo Marsili & Gabriele Ottino, 2004. "Shedding light on El Farol," Game Theory and Information 0406002, University Library of Munich, Germany.
- Slanina, František, 2000. "Social organization in the Minority Game model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 286(1), pages 367-376.
- Kalinowski, Thomas & Schulz, Hans-Jörg & Briese, Michael, 2000. "Cooperation in the Minority Game with local information," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 277(3), pages 502-508.
- Arthur, W Brian, 1994. "Inductive Reasoning and Bounded Rationality," American Economic Review, American Economic Association, vol. 84(2), pages 406-411, May.
- Challet, D. & Zhang, Y.-C., 1997. "Emergence of cooperation and organization in an evolutionary game," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 246(3), pages 407-418.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Shu-Heng Chen & Umberto Gostoli, 2017.
"Coordination in the El Farol Bar problem: The role of social preferences and social networks,"
Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 12(1), pages 59-93, April.
- Chen, Shu-Heng & Gostoli, Umberto, 2013. "Coordination in the El Farol Bar problem: The role of social preferences and social networks," Economics Discussion Papers 2013-20, Kiel Institute for the World Economy (IfW Kiel).
- Giorgio Fagiolo & Marco Valente, 2005.
"Minority Games, Local Interactions, and Endogenous Networks,"
Computational Economics, Springer;Society for Computational Economics, vol. 25(1), pages 41-57, February.
- Valente M. & Fagiolo G., 2004. "Minority Games, Local Interactions, and Endogenous Networks," Computing in Economics and Finance 2004 110, Society for Computational Economics.
- Giorgio Fagiolo & Marco Valente, 2004. "Minority Games, Local Interactions, and Endogenous Networks," LEM Papers Series 2004/17, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Lustosa, Bernardo C. & Cajueiro, Daniel O., 2010. "Constrained information minority game: How was the night at El Farol?," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(6), pages 1230-1238.
- Pietro Dindo & Jan Tuinstra, 2006.
"A Behavioral Model for Participation Games with Negative Feedback,"
Tinbergen Institute Discussion Papers
06-073/1, Tinbergen Institute.
- Dindo, P.D.E. & Tuinstra, J., 2006. "A Behavioral Model for Participation Games with Negative Feedback," CeNDEF Working Papers 06-10, Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance.
- Kets, W., 2008. "Networks and learning in game theory," Other publications TiSEM 7713fce1-3131-498c-8c6f-3, Tilburg University, School of Economics and Management.
- Xin-Jie Zhang & Yong Tang & Jason Xiong & Wei-Jia Wang & Yi-Cheng Zhang, 2018. "Dynamics of Cooperation in Minority Games in Alliance Networks," Sustainability, MDPI, vol. 10(12), pages 1-17, December.
- Duncan Whitehead, 2008. "The El Farol Bar Problem Revisited: Reinforcement Learning in a Potential Game," Edinburgh School of Economics Discussion Paper Series 186, Edinburgh School of Economics, University of Edinburgh.
- Arthur Charpentier & Romuald Élie & Carl Remlinger, 2023. "Reinforcement Learning in Economics and Finance," Computational Economics, Springer;Society for Computational Economics, vol. 62(1), pages 425-462, June.
- Chmura, Thorsten & Pitz, Thomas, 2004. "Minority Game: Experiments and Simulations of Traffic Scenarios," Bonn Econ Discussion Papers 23/2004, University of Bonn, Bonn Graduate School of Economics (BGSE).
- Giulio Bottazzi & Giovanna Devetag, 2002.
"Coordination and self-organization in minority games: experimental evidence,"
CEEL Working Papers
0215, Cognitive and Experimental Economics Laboratory, Department of Economics, University of Trento, Italia.
- Giulio Bottazzi & Giovanna Devetag, 2002. "Coordination and Self-Organization in Minority Games: Experimental Evidence," ROCK Working Papers 019, Department of Computer and Management Sciences, University of Trento, Italy, revised 12 Jun 2008.
- Giulio Bottazzi & Giovanna Devetag, 2002. "Coordination and Self-Organization in Minority Games: Experimental Evidence," LEM Papers Series 2002/09, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Giovanna Devetag & Francesca Pancotto & Thomas Brenner, 2011.
"The Minority Game Unpacked: Coordination and Competition in a Team-based Experiment,"
CEEL Working Papers
1102, Cognitive and Experimental Economics Laboratory, Department of Economics, University of Trento, Italia.
- G. Devetag & F. Pancotto & T. Brenner, 2011. "The Minority Game Unpacked: Coordination and Competition in a Team-based Experiment," Working Papers wp770, Dipartimento Scienze Economiche, Universita' di Bologna.
- Giovanna Devetag & Francesca Pancotto & Thomas Brenner, 2011. "The Minority Game Unpacked: Coordination and Competition in a Team-based Experiment," LEM Papers Series 2011/18, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Challet, Damien, 2008.
"Inter-pattern speculation: Beyond minority, majority and $-games,"
Journal of Economic Dynamics and Control, Elsevier, vol. 32(1), pages 85-100, January.
- Damien Challet, 2005. "Inter-pattern speculation: beyond minority, majority and $-games," Finance 0503006, University Library of Munich, Germany.
- Adão, Luiz F.S. & Silveira, Douglas & Ely, Regis A. & Cajueiro, Daniel O., 2022. "The impacts of interest rates on banks’ loan portfolio risk-taking," Journal of Economic Dynamics and Control, Elsevier, vol. 144(C).
- Guglielmo Maria Caporale & Antoaneta Serguieva & Hao Wu, 2009.
"Financial contagion: evolutionary optimization of a multinational agent‐based model,"
Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 16(1‐2), pages 111-125, January.
- Guglielmo Maria Caporale & Antoaneta Serguieva & Hao Wu, 2008. "Financial Contagion: Evolutionary Optimisation of a Multinational Agent-Based Model," CESifo Working Paper Series 2444, CESifo.
- Kets, W., 2007.
"The Minority Game : An Economics Perspective,"
Other publications TiSEM
65d52a6a-b27d-45a9-93a7-e, Tilburg University, School of Economics and Management.
- Willemien Kets, 2007. "The minority game: An economics perspective," Papers 0706.4432, arXiv.org.
- Kets, W., 2007. "The Minority Game : An Economics Perspective," Discussion Paper 2007-53, Tilburg University, Center for Economic Research.
- Pietro Dindo & Jan Tuinstra, 2011.
"A Class of Evolutionary Models for Participation Games with Negative Feedback,"
Computational Economics, Springer;Society for Computational Economics, vol. 37(3), pages 267-300, March.
- Dindo, P.D.E. & Tuinstra, J., 2010. "A class of evolutionary model for participation games with negative feedback," CeNDEF Working Papers 10-09, Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance.
- Pietro Dindo & Jan Tuinstra, 2010. "A class of evolutionary models for participation games with negative feedback," LEM Papers Series 2010/14, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Matzke, Christina & Challet, Damien, 2008. "Taking a shower in Youth Hostels: risks and delights of heterogeneity," Bonn Econ Discussion Papers 1/2008, University of Bonn, Bonn Graduate School of Economics (BGSE).
- Marsili, Matteo & Challet, Damien & Zecchina, Riccardo, 2000. "Exact solution of a modified El Farol's bar problem: Efficiency and the role of market impact," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 280(3), pages 522-553.
- Mansilla, R, 2000. "From naive to sophisticated behavior in multiagents-based financial market models," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 284(1), pages 478-488.
- Benjamin Patrick Evans & Mikhail Prokopenko, 2022. "Bounded strategic reasoning explains crisis emergence in multi-agent market games," Papers 2206.05568, arXiv.org.
More about this item
Keywords
El Farol Bar problem; Social Preferences; Social Networks; Self-Organization; Emergence of Coordination.;All these keywords.
NEP fields
This paper has been announced in the following NEP Reports:- NEP-CBE-2011-07-21 (Cognitive and Behavioural Economics)
- NEP-EVO-2011-07-21 (Evolutionary Economics)
- NEP-GTH-2011-07-21 (Game Theory)
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:trn:utwpas:1120. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: assru.tm@gmail.com (email available below). General contact details of provider: https://edirc.repec.org/data/detreit.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.