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Citations for "Predicting How People Play Games: Reinforcement Learning in Experimental Games with Unique, Mixed Strategy Equilibria"

by Erev, Ido & Roth, Alvin E

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  1. Benaïm, Michel & Hofbauer, Josef & Hopkins, Ed, 2009. "Learning in games with unstable equilibria," Journal of Economic Theory, Elsevier, vol. 144(4), pages 1694-1709, July.
  2. Frechette, Guillaume & Kagel, John H. & Morelli, Massimo, 2005. "Nominal bargaining power, selection protocol, and discounting in legislative bargaining," Journal of Public Economics, Elsevier, vol. 89(8), pages 1497-1517, August.
  3. Alós-Ferrer, Carlos & Hügelschäfer, Sabine, 2012. "Faith in intuition and behavioral biases," Journal of Economic Behavior & Organization, Elsevier, vol. 84(1), pages 182-192.
  4. Nobuyuki Hanaki & Rajiv Sethi & Ido Erev & Alexander Peterhansl, 2002. "Learning Strategies," Game Theory and Information 0211004, EconWPA.
  5. Shachat, Jason & Swarthout, J. Todd, 2012. "Learning about learning in games through experimental control of strategic interdependence," Journal of Economic Dynamics and Control, Elsevier, vol. 36(3), pages 383-402.
  6. Ed Hopkins, 2010. "Adaptive Learning Models of Consumer Behaviour," Levine's Working Paper Archive 506439000000000346, David K. Levine.
  7. Anthony Ziegelmeyer & Frédéric Koessler & Kene Boun My & Laurent Denant-Boèmont, 2008. "Road Traffic Congestion and Public Information: An Experimental Investigation," Journal of Transport Economics and Policy, London School of Economics and University of Bath, vol. 42(1), pages 43-82, January.
  8. Philippe Jehiel & Dov Samet, 2010. "Learning To Play Games In Extensive Form By Valuation," Levine's Working Paper Archive 391749000000000034, David K. Levine.
  9. Abbink, Klaus & Bolton, Gary E. & Sadrieh, Abdolkarim & Tang, Fang-Fang, 2001. "Adaptive Learning versus Punishment in Ultimatum Bargaining," Games and Economic Behavior, Elsevier, vol. 37(1), pages 1-25, October.
  10. Jasmina Arifovic & Alexander Karaivanov, 2007. "Learning by Doing vs. Learning from Others in a Principal-Agent Model," Discussion Papers dp07-24, Department of Economics, Simon Fraser University.
  11. Gary E Bolton & Axel Ockenfels, 2007. "Information Value and Externalities in Reputation Building - An Experimental Study," Working Paper Series in Economics 35, University of Cologne, Department of Economics, revised 01 Aug 2008.
  12. James Andreoni & Marco Castillo & Ragan Petrie, 2005. "Revealing Preferences for Fairness in Ultimatum Bargaining," Experimental Economics Center Working Paper Series 2006-21, Experimental Economics Center, Andrew Young School of Policy Studies, Georgia State University.
  13. Cominetti, Roberto & Melo, Emerson & Sorin, Sylvain, 2010. "A payoff-based learning procedure and its application to traffic games," Games and Economic Behavior, Elsevier, vol. 70(1), pages 71-83, September.
  14. Blume, Andreas & Gneezy, Uri, 2000. "An Experimental Investigation of Optimal Learning in Coordination Games," Journal of Economic Theory, Elsevier, vol. 90(1), pages 161-172, January.
  15. Novarese, Marco, 2007. "Individual learning in different social contexts," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 36(1), pages 15-35, February.
  16. Izquierdo, Luis R. & Izquierdo, Segismundo S. & Gotts, Nicholas M. & Polhill, J. Gary, 2007. "Transient and asymptotic dynamics of reinforcement learning in games," Games and Economic Behavior, Elsevier, vol. 61(2), pages 259-276, November.
  17. Reinhard Selten & Thorsten Chmura, 2005. "Stationary Concepts for Experimental 2x2 Games," Bonn Econ Discussion Papers bgse33_2005, University of Bonn, Germany.
  18. Stahl, Dale O., 2001. "Population rule learning in symmetric normal-form games: theory and evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 45(1), pages 19-35, May.
  19. Olivier Armantier, 2001. "Does Wealth Affect Fairness Considerations?," Department of Economics Working Papers 01-05, Stony Brook University, Department of Economics.
  20. Ido Erev & Alvin Roth & Robert Slonim & Greg Barron, 2007. "Learning and equilibrium as useful approximations: Accuracy of prediction on randomly selected constant sum games," Economic Theory, Springer, vol. 33(1), pages 29-51, October.
  21. Shu-Heng Chen & Umberto Gostoli, 2011. "Agent-Based Modeling of the El Farol Bar Problem," ASSRU Discussion Papers 1120, ASSRU - Algorithmic Social Science Research Unit.
  22. Tassos Patokos, 2014. "Introducing Disappointment Dynamics and Comparing Behaviors in Evolutionary Games: Some Simulation Results," Games, MDPI, Open Access Journal, vol. 5(1), pages 1-25, January.
  23. 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.
  24. Mark Walker & John Wooders, 2001. "Minimax Play at Wimbledon," American Economic Review, American Economic Association, vol. 91(5), pages 1521-1538, December.
  25. Peter Duersch & Albert Kolb & Joerg Oechssler & Burkhard Schipper, 2005. "Rage Against the Machines: How Subjects Learn to Play Against Computers," Game Theory and Information 0510012, EconWPA.
  26. Tilman Börgers & Antonio J. Morales & Rajiv Sarin, 2004. "Expedient and Monotone Learning Rules," Econometrica, Econometric Society, vol. 72(2), pages 383-405, 03.
  27. Jose Apesteguia & Steffen Huck & Jörg Oechssler, 2005. "Imitation - Theory and Experimental Evidence -," Working Papers 0419, University of Heidelberg, Department of Economics, revised Apr 2005.
  28. Committee, Nobel Prize, 2012. "Alvin E. Roth and Lloyd S. Shapley: Stable allocations and the practice of market design," Nobel Prize in Economics documents 2012-1, Nobel Prize Committee.
  29. Kawagoe, Toshiji & Takizawa, Hirokazu, 2012. "Level-k analysis of experimental centipede games," Journal of Economic Behavior & Organization, Elsevier, vol. 82(2), pages 548-566.
  30. repec:dgr:uvatin:2012016 is not listed on IDEAS
  31. Berninghaus, Siegfried K. & Neumann, Thomas & Vogt, Bodo, 2011. "Learning in networks: An experimental study using stationary concepts," Working Paper Series in Economics 15, Karlsruhe Institute of Technology (KIT), Department of Economics and Business Engineering.
  32. Tatsuyoshi Saijo & Takehiko Yamato & Konomu Yokotani, 2003. "Non-Excludable Public Good Experiments revised October 2003, forthcoming in Games and Economic Behavior," Discussion papers 03011, Research Institute of Economy, Trade and Industry (RIETI).
  33. repec:wyi:journl:002151 is not listed on IDEAS
  34. Asim Ansari & Ricardo Montoya & Oded Netzer, 2012. "Dynamic learning in behavioral games: A hidden Markov mixture of experts approach," Quantitative Marketing and Economics, Springer, vol. 10(4), pages 475-503, December.
  35. Gary Bornstein & David V. Budescu & Tamar Kugler & Reinhard Selten, 2002. "Repeated Price Competition Between Individuals and Between Teams," Discussion Paper Series dp303, The Federmann Center for the Study of Rationality, the Hebrew University, Jerusalem.
  36. Gabaix, Xavier & Laibson, David Isaac & Moloche, Guillermo & Stephen, Weinberg, 2003. "The allocation of attention: theory and evidence," MPRA Paper 47339, University Library of Munich, Germany.
  37. Andreozzi, Luciano, 2013. "Learning to be fair," Journal of Economic Behavior & Organization, Elsevier, vol. 90(C), pages 181-195.
  38. Terry E. Daniel & Eyran J. Gisches & Amnon Rapoport, 2009. "Departure Times in Y-Shaped Traffic Networks with Multiple Bottlenecks," American Economic Review, American Economic Association, vol. 99(5), pages 2149-76, December.
  39. Larson, Nathan & Elmaghraby, Wedad, 2008. "Procurement auctions with avoidable fixed costs: an experimental approach," MPRA Paper 32163, University Library of Munich, Germany, revised 2011.
  40. Tal Neiman & Yonatan Loewenstein, 2011. "Reinforcement learning in professional basketball players," Discussion Paper Series dp593, The Federmann Center for the Study of Rationality, the Hebrew University, Jerusalem.
  41. Bao, Te & Hommes, Cars & Sonnemans, Joep & Tuinstra, Jan, 2012. "Individual expectations, limited rationality and aggregate outcomes," Journal of Economic Dynamics and Control, Elsevier, vol. 36(8), pages 1101-1120.
  42. Simon P. Anderson & Jacob K. Goeree & Charles A. Holt, 1999. "Stochastic Game Theory: Adjustment to Equilibrium Under Noisy Directional Learning," Virginia Economics Online Papers 327, University of Virginia, Department of Economics.
  43. Maria Giovanna Devetag, 2002. "Coordination and information in critical mass games: an experimental study," CEEL Working Papers 0214, Cognitive and Experimental Economics Laboratory, Department of Economics, University of Trento, Italia.
  44. Sergiu Hart & Andreu Mas-Colell, 1996. "A simple adaptive procedure leading to correlated equilibrium," Economics Working Papers 200, Department of Economics and Business, Universitat Pompeu Fabra, revised Dec 1996.
  45. Thorsten Chmura & Werner Güth, 2011. "The Minority of Three-Game: An Experimental and Theoretical Analysis," Games, MDPI, Open Access Journal, vol. 2(3), pages 333-354, September.
  46. Thorsten Chmura & Thomas Pitz, 2004. "Minority Game - Experiments and Simulations of Traffic Scenarios," Bonn Econ Discussion Papers bgse23_2004, University of Bonn, Germany.
  47. 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.
  48. 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.
  49. 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.
  50. Ernst Fehr & Simon Gaechter, . "Cooperation and Punishment in Public Goods Experiments," IEW - Working Papers 010, Institute for Empirical Research in Economics - University of Zurich.
  51. Élise PAYZAN LE NESTOUR, 2010. "Bayesian Learning in UnstableSettings: Experimental Evidence Based on the Bandit Problem," Swiss Finance Institute Research Paper Series 10-28, Swiss Finance Institute.
  52. Andreas Nicklisch, 2011. "Learning strategic environments: an experimental study of strategy formation and transfer," Theory and Decision, Springer, vol. 71(4), pages 539-558, October.
  53. Thomas Chesney & Swee-Hoon Chuah & Robert Hoffmann, 2007. "Virtual world experimentation: An exploratory study," Discussion Papers 2007-14, The Centre for Decision Research and Experimental Economics, School of Economics, University of Nottingham.
  54. Anna Gunnthorsdottir & Amnon Rapoport, 2003. "The effect of sharing rules on group competition," Experimental 0307003, EconWPA.
  55. Ignacio Palacios-Huerta, 2003. "Learning to Open Monty Hall's Doors," Experimental Economics, Springer, vol. 6(3), pages 235-251, November.
  56. Brit Grosskopf & Alvin E. Roth, 2006. "If you are offered the Right of First Refusal, Should you accept? An Investigation of Contract Design," Levine's Bibliography 122247000000001017, UCLA Department of Economics.
  57. Lacomba, Juan A. & Lagos, Francisco & Reuben, Ernesto & van Winden, Frans, 2014. "On the escalation and de-escalation of conflict," Games and Economic Behavior, Elsevier, vol. 86(C), pages 40-57.
  58. Duffy, John & Hopkins, Ed, 2005. "Learning, information, and sorting in market entry games: theory and evidence," Games and Economic Behavior, Elsevier, vol. 51(1), pages 31-62, April.
  59. Gary Charness & Dan Levin, 2003. "Bayesian Updating vs. Reinforcement and Affect: A Laboratory Study," Levine's Bibliography 666156000000000180, UCLA Department of Economics.
  60. Kosfeld, Michael & Droste, Edward & Voorneveld, Mark, 2002. "A myopic adjustment process leading to best-reply matching," Games and Economic Behavior, Elsevier, vol. 40(2), pages 270-298, August.
  61. Lahkar, Ratul & Seymour, Robert M., 2013. "Reinforcement learning in population games," Games and Economic Behavior, Elsevier, vol. 80(C), pages 10-38.
  62. Andrea Morone & Annamaria Fiore, 2007. "Monty Hall's Three Doors for Dummies," series 0012, Dipartimento di Scienze Economiche e Metodi Matematici - Università di Bari, revised Feb 2007.
  63. ENGLE-WARNICK, Jim & McCAUSLAND, William J. & MILLER, John H., 2004. "The Ghost in the Machine: Inferring Machine-Based Strategies from Observed Behavior," Cahiers de recherche 2004-11, Universite de Montreal, Departement de sciences economiques.
  64. Hommes, Cars, 2011. "The heterogeneous expectations hypothesis: Some evidence from the lab," Journal of Economic Dynamics and Control, Elsevier, vol. 35(1), pages 1-24, January.
  65. Jan Hanousek & Evžen Kočenda, 2011. "Learning by investing," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 19(1), pages 125-149, 01.
  66. Oyarzun, Carlos & Sarin, Rajiv, 2013. "Learning and risk aversion," Journal of Economic Theory, Elsevier, vol. 148(1), pages 196-225.
  67. Dittrich, Dennis Alexis Valin & Güth, Werner & Kocher, Martin G. & Pezanis-Christou, Paul, 2012. "Loss aversion and learning to bid," Munich Reprints in Economics 18205, University of Munich, Department of Economics.
    • Dennis A. V. Dittrich & Werner Güth & Martin G. Kocher & Paul Pezanis‐Christou, 2012. "Loss Aversion and Learning to Bid," Economica, London School of Economics and Political Science, vol. 79(314), pages 226-257, 04.
  68. Josephson, Jens, 2008. "A numerical analysis of the evolutionary stability of learning rules," Journal of Economic Dynamics and Control, Elsevier, vol. 32(5), pages 1569-1599, May.
  69. repec:bil:bilpap:998 is not listed on IDEAS
  70. Innocenti, Alessandro, 2010. "How a psychologist informed economics: The case of Sidney Siegel," Journal of Economic Psychology, Elsevier, vol. 31(3), pages 421-434, June.
  71. 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.
  72. Ed Hopkins & Robert M Seymour, 2004. "The Stability of Price Dispersion under Seller and Consumer Learning," ESE Discussion Papers 52, Edinburgh School of Economics, University of Edinburgh.
  73. Ofer Azar & Michael Bar-Eli, 2011. "Do soccer players play the mixed-strategy Nash equilibrium?," Applied Economics, Taylor & Francis Journals, vol. 43(25), pages 3591-3601.
  74. Nathaniel T Wilcox, 2003. "Heterogeneity and Learning Principles," Levine's Bibliography 666156000000000435, UCLA Department of Economics.
  75. Alessandro Innocenti, 2008. "How can a psychologist inform economics? The strange case of Sidney Siegel," Department of Economic Policy, Finance and Development (DEPFID) University of Siena 0808, Department of Economic Policy, Finance and Development (DEPFID), University of Siena.
  76. 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.
  77. Oyarzun, Carlos & Ruf, Johannes, 2014. "Convergence in models with bounded expected relative hazard rates," Journal of Economic Theory, Elsevier, vol. 154(C), pages 229-244.
  78. Droste, Edward & Kosfeld, Michael & Voorneveld, Mark, 2003. "Best-reply matching in games," Mathematical Social Sciences, Elsevier, vol. 46(3), pages 291-309, December.
  79. Altavilla, Carlo & Luini, Luigi & Sbriglia, Patrizia, 2006. "Social learning in market games," Journal of Economic Behavior & Organization, Elsevier, vol. 61(4), pages 632-652, December.
  80. Matt Van Essen & John Wooders, 2013. "Blind Stealing: Experience and Expertise in a Mixed-Strategy Poker Experiment," Working Paper Series 6, Economics Discipline Group, UTS Business School, University of Technology, Sydney.
  81. Laurent Denant-Boèmont & Olivier l'Haridon, 2013. "La rationalité à l’épreuve de l’économie comportementale," Economics Working Paper Archive (University of Rennes 1 & University of Caen) 201323, Center for Research in Economics and Management (CREM), University of Rennes 1, University of Caen and CNRS.
  82. Teck H. Ho & Noah Lim & Colin Camerer, 2005. "Modeling the Psychology of Consumer and Firm Behavior with Behavioral Economics," Levine's Bibliography 784828000000000476, UCLA Department of Economics.
  83. Nick Feltovich, 2000. "Reinforcement-Based vs. Belief-Based Learning Models in Experimental Asymmetric-Information," Econometrica, Econometric Society, vol. 68(3), pages 605-642, May.
  84. Cowan Robin & Jonard Nicolas & Zimmermann J-B, 2004. "Evolving Networks of Inventors," Research Memorandum 018, Maastricht University, Maastricht Economic Research Institute on Innovation and Technology (MERIT).
  85. Rapoport, Amnon & Stein, William E. & Parco, James E. & Nicholas, Thomas E., 2003. "Equilibrium play and adaptive learning in a three-person centipede game," Games and Economic Behavior, Elsevier, vol. 43(2), pages 239-265, May.
  86. Bolton, Gary E. & Ockenfels, Axel & Ebeling, Felix, 2011. "Information value and externalities in reputation building," International Journal of Industrial Organization, Elsevier, vol. 29(1), pages 23-33, January.
  87. Gunnthorsdottir, Anna & Rapoport, Amnon, 2006. "Embedding social dilemmas in intergroup competition reduces free-riding," Organizational Behavior and Human Decision Processes, Elsevier, vol. 101(2), pages 184-199, November.
  88. Naoki Funai, 2013. "An Adaptive Learning Model in Coordination Games," Games, MDPI, Open Access Journal, vol. 4(4), pages 648-669, November.
  89. Mariano Runco, 2013. "Estimating depth of reasoning in a repeated guessing game with no feedback," Experimental Economics, Springer, vol. 16(3), pages 402-413, September.
  90. Xavier Gabaix & David Laibson & Guillermo Moloche & Stephen Weinberg, 2005. "Information Acquisition: Experimental Analysis of a Boundedly Rational Model," Levine's Bibliography 666156000000000480, UCLA Department of Economics.
  91. Blake LeBaron, 1999. "Evolution and Time Horizons in an Agent-Based Stock Market," Computing in Economics and Finance 1999 1342, Society for Computational Economics.
  92. Shachat, Jason & Wei, Lijia, 2013. "Discrete Rule Learning and the Bidding of the Sexes," MPRA Paper 47953, University Library of Munich, Germany.
  93. Cooper, David J. & Stockman, Carol Kraker, 2002. "Fairness and learning: an experimental examination," Games and Economic Behavior, Elsevier, vol. 41(1), pages 26-45, October.
  94. Biele, Guido & Rieskamp, Jörg & Czienskowski, Uwe, 2008. "Explaining cooperation in groups: Testing models of reciprocity and learning," Organizational Behavior and Human Decision Processes, Elsevier, vol. 106(2), pages 89-105, July.
  95. Shu-Heng Chen & Yi-Lin Hsieh, 2011. "Reinforcement Learning in Experimental Asset Markets," Eastern Economic Journal, Palgrave Macmillan, vol. 37(1), pages 109-133.
  96. Atanasios Mitropoulos, 2001. "On the Measurement of the Predictive Success of Learning Theories in Repeated Games," Experimental 0110001, EconWPA.
  97. Miettinen, Topi, 2009. "Paying Attention to Payoffs in Analogy-Based Learning," SITE Working Paper Series 7, Stockholm Institute of Transition Economics, Stockholm School of Economics.
  98. Willemien Kets, 2007. "The minority game: An economics perspective," Papers 0706.4432, arXiv.org.
  99. David Cooper & Nick Feltovich & Alvin Roth & Rami Zwick, 2003. "Relative versus Absolute Speed of Adjustment in Strategic Environments: Responder Behavior in Ultimatum Games," Experimental Economics, Springer, vol. 6(2), pages 181-207, October.
  100. Bosch-Domenech, Antoni & Saez-Marti, Maria, 2001. "Cycles of Aggregate Behavior in Theory and Experiment," Games and Economic Behavior, Elsevier, vol. 36(2), pages 105-137, August.
  101. Steffen Huck & Philippe Jehiel & Tom Rutter, 2006. "Information Processing, Learning and Analogy-based Expectation: an Experiment," Levine's Bibliography 321307000000000541, UCLA Department of Economics.
  102. Kets, W., 2008. "Networks and learning in game theory," Other publications TiSEM 7713fce1-3131-498c-8c6f-3, Tilburg University, School of Economics and Management.
  103. Ianni, Antonella, 2014. "Learning strict Nash equilibria through reinforcement," Journal of Mathematical Economics, Elsevier, vol. 50(C), pages 148-155.
  104. Jürgen Bracht & Saul Lach & Eyal Winter, 2002. "Modeling Oligopolistic Price Adjustment in Micro Level Panel Data," CIG Working Papers FS IV 02-24, Wissenschaftszentrum Berlin (WZB), Research Unit: Competition and Innovation (CIG).
  105. Ion Juvina & Christian Lebiere & Jolie M. Martin & Cleotilde Gonzalez, 2011. "Intergroup Prisoner’s Dilemma with Intragroup Power Dynamics," Games, MDPI, Open Access Journal, vol. 2(1), pages 21-51, February.
  106. Tilman Slembeck, 1999. "A Behavioral Approach to Learning in Economics - Towards an Economic Theory of Contingent Learning," Microeconomics 9905001, EconWPA.
  107. Gary Charness & Dan Levin, 2005. "When Optimal Choices Feel Wrong: A Laboratory Study of Bayesian Updating, Complexity, and Affect," American Economic Review, American Economic Association, vol. 95(4), pages 1300-1309, September.
  108. D. Herreiner & G. Biglaiser & M. Krapp & W. Trockel & R. Lowry & U. Simonis & N. Christopeit, 2000. "Book reviews," Journal of Economics, Springer, vol. 72(2), pages 223-239, June.
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  109. Dmitry Shapiro, 2009. "The role of utility interdependence in public good experiments," International Journal of Game Theory, Springer, vol. 38(1), pages 81-106, March.
  110. Atanasios Mitropoulos, 2001. "Learning Under Little Information: An Experiment on Mutual Fate Control," Game Theory and Information 0110003, EconWPA.
  111. Einav Hart & Yaakov Kareev & Judith Avrahami, 2012. "Reversal of Risky Choice in a Good versus a Bad World," Discussion Paper Series dp619, The Federmann Center for the Study of Rationality, the Hebrew University, Jerusalem.
  112. Friederike Mengel, 2007. "Learning Across Games," Working Papers. Serie AD 2007-05, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
  113. 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..
  114. Reinhard Selten & Michael Schreckenberg & Thomas Pitz & Thorsten Chmura & Sebastian Kube, 2002. "Experiments and Simulations on Day-to-Day Route Choice-Behaviour," Bonn Econ Discussion Papers bgse35_2002, University of Bonn, Germany.
  115. Gijs Kuilen & Peter Wakker, 2006. "Learning in the Allais paradox," Journal of Risk and Uncertainty, Springer, vol. 33(3), pages 155-164, December.
  116. Armantier, Olivier, 2004. "Does observation influence learning?," Games and Economic Behavior, Elsevier, vol. 46(2), pages 221-239, February.
  117. Thorsten Chmura & Thomas Pitz, 2004. "An Extended Reinforcement Algorithm for Estimation of Human Behaviour in Congestion Games," Bonn Econ Discussion Papers bgse24_2004, University of Bonn, Germany.
  118. Fernando Lozano & Jaime Lozano & Mario García, 2007. "An artificial economy based on reinforcement learning and agent based modeling," DOCUMENTOS DE TRABAJO 003907, UNIVERSIDAD DEL ROSARIO.
  119. Alan Beggs, 2002. "On the Convergence of Reinforcement Learning," Economics Series Working Papers 96, University of Oxford, Department of Economics.
  120. Franke, Reiner, 2003. "Reinforcement learning in the El Farol model," Journal of Economic Behavior & Organization, Elsevier, vol. 51(3), pages 367-388, July.
  121. repec:eui:euiwps:eco2007/21 is not listed on IDEAS
  122. Hwang, Joon Ho & Kim, Min-Su, 2015. "Misunderstanding of the binomial distribution, market inefficiency, and learning behavior: Evidence from an exotic sports betting market," European Journal of Operational Research, Elsevier, vol. 243(1), pages 333-344.
  123. Dale O. Stahl, 1997. "Rule Learning in Symmetric Normal-Form Games: Theory and Evidence," CARE Working Papers 9710, The University of Texas at Austin, Center for Applied Research in Economics.
  124. Haruvy, Ernan & Roth, Alvin E. & Unver, M. Utku, 2006. "The dynamics of law clerk matching: An experimental and computational investigation of proposals for reform of the market," Journal of Economic Dynamics and Control, Elsevier, vol. 30(3), pages 457-486, March.
  125. Nobuyuki Hanaki & Alan Kirman & Matteo Marsili, 2009. "Born Under a Lucky Star?," Tsukuba Economics Working Papers 2009-003, Economics, Graduate School of Humanities and Social Sciences, University of Tsukuba.
  126. Brenner, Thomas & Witt, Ulrich, 2003. "Melioration learning in games with constant and frequency-dependent pay-offs," Journal of Economic Behavior & Organization, Elsevier, vol. 50(4), pages 429-448, April.
  127. 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.
  128. Semeshenko, Viktoriya & Gordon, Mirta B. & Nadal, Jean-Pierre, 2008. "Collective states in social systems with interacting learning agents," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 387(19), pages 4903-4916.
  129. Esther Hauk, 1999. "Multiple prisoner's dilemma games with (out) an outside option: An experimental study," Economics Working Papers 391, Department of Economics and Business, Universitat Pompeu Fabra.
  130. Hommes, Cars & Lux, Thomas, 2013. "Individual Expectations And Aggregate Behavior In Learning-To-Forecast Experiments," Macroeconomic Dynamics, Cambridge University Press, vol. 17(02), pages 373-401, March.
  131. Dean P Foster & Peyton Young, 2006. "Regret Testing Leads to Nash Equilibrium," Levine's Working Paper Archive 784828000000000676, David K. Levine.
  132. Shafran, Aric P., 2012. "Learning in games with risky payoffs," Games and Economic Behavior, Elsevier, vol. 75(1), pages 354-371.
  133. James J. Choi & David Laibson & Brigitte C. Madrian & Andrew Metrick, 2004. "Consumption-Wealth Comovement of the Wrong Sign," NBER Working Papers 10454, National Bureau of Economic Research, Inc.
  134. Fréchette, Guillaume R., 2009. "Learning in a multilateral bargaining experiment," Journal of Econometrics, Elsevier, vol. 153(2), pages 183-195, December.
  135. Gunnthorsdottir, Anna & McCabe, Kevin & Smith, Vernon, 2002. "Using the Machiavellianism instrument to predict trustworthiness in a bargaining game," Journal of Economic Psychology, Elsevier, vol. 23(1), pages 49-66, February.
  136. Selten, R. & Chmura, T. & Pitz, T. & Kube, S. & Schreckenberg, M., 2007. "Commuters route choice behaviour," Games and Economic Behavior, Elsevier, vol. 58(2), pages 394-406, February.
  137. Jörg Oechssler & Burkhard C. Schipper, 2000. "Can You Guess the Game You're Playing?," Bonn Econ Discussion Papers bgse11_2000, University of Bonn, Germany.
  138. Liran Einav, 2005. "Informational Asymmetries and Observational Learning in Search," Journal of Risk and Uncertainty, Springer, vol. 30(3), pages 241-259, May.
  139. Mario Bravo & Mathieu Faure, 2013. "Reinforcement Learning with Restrictions on the Action Set," AMSE Working Papers 1335, Aix-Marseille School of Economics, Marseille, France, revised 01 Jul 2013.
  140. Young, David & Poletti, Stephen & Browne, Oliver, 2014. "Can agent-based models forecast spot prices in electricity markets? Evidence from the New Zealand electricity market," Energy Economics, Elsevier, vol. 45(C), pages 419-434.
  141. C. Monica Capra & Jacob K Goeree & Rosario Gomez & Charles A Holt, 2002. "Learning and Noisy Equilibrium Behavior in an Experimental Study of Imperfect Price Competition," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(3), pages 613-636, August.
  142. Bohnet, Iris & Huck, Steffen, 2003. "Repetition and Reputation: Implications for Trust and Trustworthiness in the Short and in the Long Run," Working Paper Series rwp03-048, Harvard University, John F. Kennedy School of Government.
  143. Thorsten Chmura & Sebastian Goerg & Reinhard Selten, 2011. "Learning in experimental 2 x 2 games," Working Paper Series of the Max Planck Institute for Research on Collective Goods 2011_26, Max Planck Institute for Research on Collective Goods.
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