An experiment on learning in a multiple games environment
AbstractWe study how players learn to make decisions if they face many different games. Games are drawn randomly from a set of either two or six games in each of 100 rounds. If either there are few games or if extensive summary information is provided (or both) convergence to the unique Nash equilibrium generally occurs. Otherwise this is not the case. We demonstrate that there are learning spillovers across games but participants learn to play strategically equivalent games in the same way. Our design and analysis allow us to distinguish between different sources of complexity and theoretical models of categorization.
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Bibliographic InfoArticle provided by Elsevier in its journal Journal of Economic Theory.
Volume (Year): 147 (2012)
Issue (Month): 6 ()
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Web page: http://www.elsevier.com/locate/inca/622869
Game theory; Learning; Multiple games; Experiments;
Other versions of this item:
- Grimm, Veronika & Mengel, Friederike, 2009. "An Experiment on Learning in a Multiple Games Environment," Research Memorandum 007, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
- C70 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - General
- C73 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Stochastic and Dynamic Games; Evolutionary Games
- C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Rustichini, Aldo, 1999. "Optimal Properties of Stimulus--Response Learning Models," Games and Economic Behavior, Elsevier, vol. 29(1-2), pages 244-273, October.
- Shane Frederick, 2005. "Cognitive Reflection and Decision Making," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 25-42, Fall.
- M. Li Calzi, 2010.
"Fictitious Play By Cases,"
Levine's Working Paper Archive
407, David K. Levine.
- Jehiel, Philippe, 2005.
"Analogy-based expectation equilibrium,"
Journal of Economic Theory,
Elsevier, vol. 123(2), pages 81-104, August.
- Roth, Alvin E. & Erev, Ido, 1995. "Learning in extensive-form games: Experimental data and simple dynamic models in the intermediate term," Games and Economic Behavior, Elsevier, vol. 8(1), pages 164-212.
- Rubinstein, Ariel, 1988. "Similarity and decision-making under risk (is there a utility theory resolution to the Allais paradox?)," Journal of Economic Theory, Elsevier, vol. 46(1), pages 145-153, October.
- Ignacio Palacios-Huerta & Oscar Volij, 2008.
"Experientia Docet: Professionals Play Minimax in Laboratory Experiments,"
Econometric Society, vol. 76(1), pages 71-115, 01.
- Ignacio Palacios-Huerta & Oscar Volij, . "Experientia Docet: Professionals Play Minimax In Laboratory Experiments," Economic theory and game theory 019, Oscar Volij.
- Ignacio Palacios-Huerta & Oscar Volij, 2006. "Experientia Docet: Professionals Play Minimax in Laboratory Experiments," NajEcon Working Paper Reviews 122247000000001050, www.najecon.org.
- Mengel, Friederike, 2012.
"Learning across games,"
Games and Economic Behavior,
Elsevier, vol. 74(2), pages 601-619.
- Jörg Oechssler & Burkhard C. Schipper, 2000.
"Can You Guess the Game You're Playing?,"
Bonn Econ Discussion Papers
bgse11_2000, University of Bonn, Germany.
- Eyal Winter & Amnon Rapoport & Darryl A. Seale, 2000. "An experimental study of coordination and learning in iterated two-market entry games," Economic Theory, Springer, vol. 16(3), pages 661-687.
- Philippe Jehiel & Steffen Huck & Tom Rutter, 2007. "Learning Spillover and Analogy-based Expectations: a Multi-Game Experiment," Levine's Bibliography 843644000000000120, UCLA Department of Economics.
- Steiner, Jakub & Stewart, Colin, 2008.
"Contagion through learning,"
Econometric Society, vol. 3(4), December.
- Shleifer, Andrei & Mullainathan, Sendhil & Schwartzstein, Joshua, 2008.
"Coarse Thinking and Persuasion,"
11022284, Harvard University Department of Economics.
- Ed Hopkins, 2004.
"Adaptive Learning Models of Consumer Behaviour,"
ESE Discussion Papers
121, Edinburgh School of Economics, University of Edinburgh.
- Colin Camerer & Teck-Hua Ho, 1999. "Experience-weighted Attraction Learning in Normal Form Games," Econometrica, Econometric Society, vol. 67(4), pages 827-874, July.
- Selten, Reinhard & Abbink, Klaus & Buchta, Joachim & Sadrieh, Abdolkarim, 2003.
"How to play (3 x 3)-games.: A strategy method experiment,"
Games and Economic Behavior,
Elsevier, vol. 45(1), pages 19-37, October.
- Reinhard Selten & Klaus Abbink & Joachim Buchta & Abdolkarim Sadrieh, 2000. "How to Play 3x3-Games A Strategy Method Experiment," Bonn Econ Discussion Papers bgse3_2001, University of Bonn, Germany.
- Selten, R. & Abbink, K. & Buchta, J. & Sadrieh, A., 2002. "How to Play 3x3 Games: A Strategy Method Experiment," Discussion Paper 2002-39, Tilburg University, Center for Economic Research.
- Jehiel, Philippe, 2011.
"Manipulative auction design,"
Econometric Society, vol. 6(2), May.
- David Cooper & John H. Kagel, 2003. "Lessons Learned: Generalizing Learning Across Games," American Economic Review, American Economic Association, vol. 93(2), pages 202-207, May.
- Philippe Jehiel & Frederic Koessler, 2005.
"Revisiting Games of Incomplete Information with Analogy-Based Expectations,"
THEMA Working Papers
2005-04, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
- Jehiel, Philippe & Koessler, Frédéric, 2008. "Revisiting games of incomplete information with analogy-based expectations," Games and Economic Behavior, Elsevier, vol. 62(2), pages 533-557, March.
- Philippe Jehiel & Frédéric Koessler, 2006. "Revisiting Games of Incomplete Information with Analogy-Based Expectations," Levine's Bibliography 122247000000000252, UCLA Department of Economics.
- Urs Fischbacher, 2007. "z-Tree: Zurich toolbox for ready-made economic experiments," Experimental Economics, Springer, vol. 10(2), pages 171-178, June.
- Itzhak Gilboa & David Schmeidler, 1993.
1039, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
- Gilboa, Itzhak & Schmeidler, David, 1995.
"Case-Based Decision Theory,"
The Quarterly Journal of Economics,
MIT Press, vol. 110(3), pages 605-39, August.
- Greiner, Ben, 2004. "An Online Recruitment System for Economic Experiments," MPRA Paper 13513, University Library of Munich, Germany.
- Ed Hopkins, 2004.
"Two Competing Models of How People Learn in Games,"
ESE Discussion Papers
51, Edinburgh School of Economics, University of Edinburgh.
- David Cooper & John Kagel, 2008. "Learning and transfer in signaling games," Economic Theory, Springer, vol. 34(3), pages 415-439, March.
- Young, H Peyton, 1993. "The Evolution of Conventions," Econometrica, Econometric Society, vol. 61(1), pages 57-84, January.
- Abreu, Dilip & Rubinstein, Ariel, 1988. "The Structure of Nash Equilibrium in Repeated Games with Finite Automata," Econometrica, Econometric Society, vol. 56(6), pages 1259-81, November.
- Sarin, Rajiv & Vahid, Farshid, 1999. "Payoff Assessments without Probabilities: A Simple Dynamic Model of Choice," Games and Economic Behavior, Elsevier, vol. 28(2), pages 294-309, August.
- Jakub Steiner & Colin Stewart, 2007. "Learning by Similarity in Coordination Problems," CERGE-EI Working Papers wp324, The Center for Economic Research and Graduate Education - Economic Institute, Prague.
- repec:hal:wpaper:halshs-00572528 is not listed on IDEAS
- Friederike Mengel & Emanuela Sciubba, 2010.
"Extrapolation in Games of Coordination and Dominance Solvable Games,"
2010.148, Fondazione Eni Enrico Mattei.
- Mengel Friederike & Sciubba Emanuela, 2010. "Extrapolation in Games of Coordination and Dominance Solvable Games," Research Memorandum 034, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
- Christoph March, 2011. "Adaptive social learning," PSE Working Papers halshs-00572528, HAL.
- Sibilla Di Guida & Giovanna Devetag, 2013. "Feature-Based Choice and Similarity Perception in Normal-Form Games: An Experimental Study," Games, MDPI, Open Access Journal, vol. 4(4), pages 776-794, December.
- Vessela Daskalova & Nicolaas J. Vriend, 2014. "Categorization and Coordination," Working Papers 719, Queen Mary, University of London, School of Economics and Finance.
- Fehr, Dietmar & Huck, Steffen, 2013. "Who knows It is a game? On rule understanding, strategic awareness and cognitive ability," Discussion Papers, Research Unit: Economics of Change SP II 2013-306, Social Science Research Center Berlin (WZB).
- Holger Herz & Dmitry Taubinsky, 2013. "Market experience is a reference point in judgments of fairness," ECON - Working Papers 128, Department of Economics - University of Zurich.
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