Abstract
Economic experiments on strategic games typically generate data that, in early rounds, violate standard equilibrium predictions. However, subjects normally change their behaviour over time in response to experience. The study of learning in games is about how this behavioural change works empirically. This empirical investigation also has a theoretical payoff: if subjects’ behaviour converges to an equilibrium, the underlying learning model becomes a theory of equilibration. In games with multiple equilibria, this same model can also serve as a theory of equilibrium selection, a long-standing challenge for theorists.
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Bibliography
Anderson, C. and Camerer, C. 2000. Experience-weighted attraction learning in sender-receiver signaling games. Economic Theory 16, 689–718.
Brown, G. 1951. Iterative solution of games by fictitious play. In Activity Analysis of Production and Allocation. New York: Wiley.
Camerer, C.F. and Ho, T.-H. 1999. Experience-weighted attraction learning in normal-form games. Econometrica 67, 827–74.
Camerer, C., Ho, T.-H. and Chong, J.-K. 2002. Sophisticated learning and strategic teaching. Journal of Economic Theory 104, 137–18.
Camerer, C.F., Ho, T.-H. and Chong, J.-K. 2004. A cognitive hierarchy model of one-shot games. Quarterly Journal of Economics 119, 861–98.
Chong, J.-K., Camerer, C. and Ho, T.-H. 2006. A learning-based model of repeated games with incomplete information. Games and Economic Behavior 55, 340–71.
Cooper, D. and Kagel, J. 2004. Learning and transfer in signaling games. Working paper, Ohio State University.
Cournot, A. 1960. Recherches sur les principes mathématiques de la théorie des richesses. Trans. N. Bacon as Researches in the Mathematical Principles of the Theory of Wealth. London: Haffner.
Erev, I. and Roth, A. 1998. Modelling predicting how people play games: reinforcement learning in experimental games with unique, mixed-strategy equilibria. American Economic Review 88, 848–81.
Friedman, D. 1991. Evolutionary games in economics. Econometrica 59, 637–66.
Fudenberg, D. and Levine, D. 1998. The Theory of Learning in Games. Cambridge, MA: MIT Press.
Harley C. 1981. Learning the evolutionary stable strategies. Journal of Theoretical Biology 89, 611–33.
Ho, T.-H., Camerer, C. and Weigelt, K. 1998. Iterated dominance and iterated best-response in p-beauty contests. American Economic Review 88, 947–69.
Ho, T.-H., Camerer, C. and Chong, J.-K. 2007. Self-tuning experience-weighted attraction learning in games. Journal of Economic Theory 133, 177–98.
Hopkins, E. 2002. Two competing models of how people learn in games. Econometrica 70, 2141–66.
McKelvey R. and Palfrey, T. 1995. Quantal response equilibria for normal form games. Games and Economic Behavior 10, 6–38.
Mookerjhee, D. and Sopher, B. 1994. Learning behavior in an experimental matching pennies game. Games and Economic Behavior 7, 62–91.
Mookerjee, D. and Sopher, B. 1997. Learning and decision costs in experimental constant-sum games. Games and Economic Behavior 19, 97–132.
Roth, A.E. and Erev, I. 1995. Learning in extensive-form games: experimental data and simple dynamic models in the intermediate term. Games and Economic Behavior 8, 164–212.
Selten, R. and Stoecker, R. 1986. End behavior in sequences of finite Prisoner’s Dilemma supergames: a learning theory approach. Journal of Economic Behavior and Organization 7, 47–70.
Stahl, D. 2000. Rule learning in symmetric normal-form games. Games and Economic Behavior: Theory and Evidence 32, 105–38.
Weibull, J. 1995. Evolutionary Game Theory. Cambridge, MA: MIT Press.
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Ho, T.H. (2010). individual learning in games. In: Durlauf, S.N., Blume, L.E. (eds) Behavioural and Experimental Economics. The New Palgrave Economics Collection. Palgrave Macmillan, London. https://doi.org/10.1057/9780230280786_20
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DOI: https://doi.org/10.1057/9780230280786_20
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