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Rage against the machines: how subjects play against learning algorithms

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  • Peter Duersch

    ()

  • Albert Kolb
  • Jörg Oechssler

    ()

  • Burkhard Schipper

    ()

Abstract

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File URL: http://hdl.handle.net/10.1007/s00199-009-0446-0
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Bibliographic Info

Article provided by Springer in its journal Economic Theory.

Volume (Year): 43 (2010)
Issue (Month): 3 (June)
Pages: 407-430

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Handle: RePEc:spr:joecth:v:43:y:2010:i:3:p:407-430

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Related research

Keywords: Learning; Fictitious play; Imitation; Reinforcement; Trial & error; Strategic teaching; Cournot duopoly; Experiments; Internet; C72; C91; C92; D43; L13;

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References

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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.:
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  1. Steffen Huck & Hans-Theo Normann & Joerg Oechssler, 1997. "Learning in Cournot Oligopoly - An Experiment," Game Theory and Information 9707009, EconWPA, revised 22 Jul 1997.
  2. Burkhard C. Schipper & Jorg Oechssler & Albert Kolb, 2005. "Rage Against the Machines: How Subjects Learn to Play Against Computers," Working Papers 516, University of California, Davis, Department of Economics.
  3. Ellison, Glenn, 1997. "Learning from Personal Experience: One Rational Guy and the Justification of Myopia," Games and Economic Behavior, Elsevier, vol. 19(2), pages 180-210, May.
  4. Jose Apesteguia & Steffen Huck & Jorg Oechssler, 2003. "Imitation - Theory and Experimental Evidence," Experimental 0309001, EconWPA.
  5. Roider, Andreas & Mathias Drehmann & Jorg Oechssler, 2003. "Herding and Contrarian Behavior in Financial Markets - An Internet Experiment," Royal Economic Society Annual Conference 2003 177, Royal Economic Society.
  6. Burkhard Schipper, 2011. "Strategic Control of Myopic Best Reply in Repeated Games," Working Papers 115, University of California, Davis, Department of Economics.
  7. Drew Fudenberg & David Levine, 1987. "Reputation and Equilibrium Selection in Games With a Patient Player," Working papers 461, Massachusetts Institute of Technology (MIT), Department of Economics.
  8. Jason Shachat & J. Todd Swarthout, 2002. "Learning about Learning in Games through Experimental Control of Strategic Interdependence," Experimental Economics Center Working Paper Series 2006-17, Experimental Economics Center, Andrew Young School of Policy Studies, Georgia State University, revised Aug 2008.
  9. Burkhard C. Schipper, 2004. "Submodularity and the evolution of Walrasian behavior," International Journal of Game Theory, Springer, vol. 32(4), pages 471-477, 08.
  10. Ianni, A., 2002. "Reinforcement learning and the power law of practice: some analytical results," Discussion Paper Series In Economics And Econometrics 0203, Economics Division, School of Social Sciences, University of Southampton.
  11. Carlos Alós-Ferrer & Ana Ania, 2005. "The evolutionary stability of perfectly competitive behavior," Economic Theory, Springer, vol. 26(3), pages 497-516, October.
  12. Offerman, T.J.S. & Potters, J.J.M. & Sonnemans, J., 2002. "Imitation and belief learning in an oligopoly experiment," Open Access publications from Tilburg University urn:nbn:nl:ui:12-91663, Tilburg University.
  13. Vahid, F. & Sarin, R., 2001. "Strategy Similarity and Coordination," Monash Econometrics and Business Statistics Working Papers 8/01, Monash University, Department of Econometrics and Business Statistics.
  14. Laslier, J.-F. & Topol, R. & Walliser, B., 1999. "A Behavioral Learning Process in Games," Papers 99-03, Paris X - Nanterre, U.F.R. de Sc. Ec. Gest. Maths Infor..
  15. Alex Possajennikov, 2003. "Evolutionary foundations of aggregate-taking behavior," Economic Theory, Springer, vol. 21(4), pages 921-928, 06.
  16. Camerer, Colin F. & Ho, Teck-Hua & Chong, Juin-Kuan, 2002. "Sophisticated Experience-Weighted Attraction Learning and Strategic Teaching in Repeated Games," Journal of Economic Theory, Elsevier, vol. 104(1), pages 137-188, May.
  17. Fernando Vega-Redondo, 1997. "The Evolution of Walrasian Behavior," Econometrica, Econometric Society, vol. 65(2), pages 375-384, March.
  18. Steffen Huck & Hans-Theo Normann & Joerg Oechssler, 2004. "Through Trial and Error to Collusion," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(1), pages 205-224, 02.
  19. Timothy Cason & Tridib Sharma, 2007. "Recommended play and correlated equilibria: an experimental study," Economic Theory, Springer, vol. 33(1), pages 11-27, October.
  20. Huck, Steffen & Normann, Hans-Theo & Oechssler, Jorg, 2004. "Two are few and four are many: number effects in experimental oligopolies," Journal of Economic Behavior & Organization, Elsevier, vol. 53(4), pages 435-446, April.
  21. Yasuhito Tanaka, 1999. "Long run equilibria in an asymmetric oligopoly," Economic Theory, Springer, vol. 14(3), pages 705-715.
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Citations

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Cited by:
  1. Boyer, Tristan & Jonard, Nicolas, 2010. "Imitation and Efficient Contagion," MPRA Paper 23430, University Library of Munich, Germany.
  2. Duersch, Peter & Oechssler, Jörg & Schipper, Burkhard C., 2012. "Once Beaten, Never Again: Imitation in Two-Player Potential Games," Working Papers 0529, University of Heidelberg, Department of Economics.
  3. Duersch, Peter & Oechssler, Joerg & Schipper, Burkhard C, 2010. "Unbeatable Imitation," MPRA Paper 20856, University Library of Munich, Germany.
  4. Burkhard C. Schipper & Jörg Oechssler, 2008. "Incentives for Subjects in Internet Experiments," Working Papers 81, University of California, Davis, Department of Economics.
  5. Ralph-C Bayer & Elke Renner & Rupert Sausbruber, 2012. "Confusion and Learning in the Voluntary Contributions Game," Discussion Papers 2012-18, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
  6. Peter Duersch & Jörg Oechssler & Burkhard Schipper, 2014. "When is tit-for-tat unbeatable?," International Journal of Game Theory, Springer, vol. 43(1), pages 25-36, February.
  7. Sanjit Dhami & Ali al-Nowaihi, 2013. "Evidential equilibria: Heuristics and biases in static games," Discussion Papers in Economics 13/25, Department of Economics, University of Leicester.
  8. Timothy Cason & Sau-Him Lau & Vai-Lam Mui, 2013. "Learning, teaching, and turn taking in the repeated assignment game," Economic Theory, Springer, vol. 54(2), pages 335-357, October.
  9. Sanjit Dhami & ali al-Nowaihi, 2012. "Evidential equilibria in static games," Discussion Papers in Economics 12/15, Department of Economics, University of Leicester.

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