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Learning to Play Bayesian Games

  • Eddie Dekel
  • Drew Fudenberg
  • David K Levine

This paper discusses the implications of learning theory for the analysis of Bayesian games. One goal is to illuminate the issues that arise when modeling situations where players are learning about the distribution of Nature's move as well as learning about the opponents' strategies. A second goal is to argue that quite restrictive assumptions are necessary to justify the concept of Nash equilibrium without a common prior as a steady state of a learning process.

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File URL: http://www.dklevine.com/papers/bg_July22_2002.pdf
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Paper provided by David K. Levine in its series Levine's Working Paper Archive with number 625018000000000151.

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Date of creation: 21 Jul 2002
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Handle: RePEc:cla:levarc:625018000000000151
Contact details of provider: Web page: http://www.dklevine.com/

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  1. Kalai, Ehud & Lehrer, Ehud, 1991. "Rational Learning Leads to Nash Equilibrium," Working Papers 91-18, C.V. Starr Center for Applied Economics, New York University.
  2. Jackson, Matthew O. & Kalai, Ehud, 1997. "Social Learning in Recurring Games," Games and Economic Behavior, Elsevier, vol. 21(1-2), pages 102-134, October.
  3. Drew Fudenberg & David K. Levine, 1993. "Steady State Learning and Nash Equilibrium," Levine's Working Paper Archive 373, David K. Levine.
  4. David Spector, 2000. "Rational Debate And One-Dimensional Conflict," The Quarterly Journal of Economics, MIT Press, vol. 115(1), pages 181-200, February.
  5. Ariel Rubinstein & Asher Wolinsky, 1991. "Rationalizable Conjectural Equilibrium: Between Nash and Rationalizability," Discussion Papers 933, Northwestern University, Center for Mathematical Studies in Economics and Management Science.
  6. Eddie Dekel & Drew Fudenberg & David K. Levine, 1996. "Payoff Information and Self-Confirming Equilibrium," Harvard Institute of Economic Research Working Papers 1774, Harvard - Institute of Economic Research.
  7. Fudenberg, D. & Levine, D.K., 1991. "Self-Confirming Equilibrium ," Working papers 581, Massachusetts Institute of Technology (MIT), Department of Economics.
  8. Jordan J. S., 1995. "Bayesian Learning in Repeated Games," Games and Economic Behavior, Elsevier, vol. 9(1), pages 8-20, April.
  9. Fudenberg, Drew & Levine, David K, 1997. "Measuring Players' Losses in Experimental Games," The Quarterly Journal of Economics, MIT Press, vol. 112(2), pages 507-36, May.
  10. Hitoshi Matsushima, 1998. "Towards a Theory of Subjective Games," CIRJE F-Series CIRJE-F-9, CIRJE, Faculty of Economics, University of Tokyo.
  11. Mitropoulos, Atanasios, 2001. "Learning under minimal information: An experiment on mutual fate control," Journal of Economic Psychology, Elsevier, vol. 22(4), pages 523-557, August.
  12. Thomas Piketty, 1994. "Social Mobility and Redistributive Politics," Working papers 94-15, Massachusetts Institute of Technology (MIT), Department of Economics.
  13. Abhijit Banerjee & Rohini Somanathan, 2001. "A Simple Model Of Voice," The Quarterly Journal of Economics, MIT Press, vol. 116(1), pages 189-227, February.
  14. Cox, James C. & Shachat, Jason & Walker, Mark, 2001. "An Experiment to Evaluate Bayesian Learning of Nash Equilibrium Play," Games and Economic Behavior, Elsevier, vol. 34(1), pages 11-33, January.
  15. Fudenberg, Drew & Kreps, David M., 1995. "Learning in extensive-form games I. Self-confirming equilibria," Games and Economic Behavior, Elsevier, vol. 8(1), pages 20-55.
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