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Citations for "Learning Through Reinforcement and Replicator Dynamics"

by T. Borgers & R. Sarin

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  1. Rustichini, A., 1998. "Sophisticated Players and Sophisticated Agents," Discussion Paper 1998-110, Tilburg University, Center for Economic Research.
  2. Giovanni Ponti, 1999. "- Continuous-Time Evolutionary Dynamics: Theory And Practice," Working Papers. Serie AD 1999-31, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
  3. Nuno Garoupa, 1997. "The role of moral values in the economic analysis of crime: A general equilibrium approach," Economics Working Papers 245, Department of Economics and Business, Universitat Pompeu Fabra.
  4. Pierre Courtois & Tarik Tazdaït, 2012. "Learning to trust strangers: an evolutionary perspective," Journal of Evolutionary Economics, Springer, vol. 22(2), pages 367-383, April.
  5. Philippe Jehiel & Dov Samet, 2001. "Learning To Play Games In Extensive Form By Valuation," NajEcon Working Paper Reviews 391749000000000010, www.najecon.org.
  6. Carpenter, Jeffrey P., 2007. "Punishing free-riders: How group size affects mutual monitoring and the provision of public goods," Games and Economic Behavior, Elsevier, vol. 60(1), pages 31-51, July.
  7. Ed Hopkins, 2001. "Two Competing Models of How People Learn in Games," NajEcon Working Paper Reviews 625018000000000226, www.najecon.org.
  8. Huw D. Dixon & Paolo Lupi, . "Learning with a Known Average: A Simulation Study of Alternative Learning Rules," Discussion Papers 97/18, Department of Economics, University of York.
  9. 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..
  10. Ianni, Antonella, 2014. "Learning strict Nash equilibria through reinforcement," Journal of Mathematical Economics, Elsevier, vol. 50(C), pages 148-155.
  11. Sarin, Rajiv & Vahid, Farshid, 2001. "Predicting How People Play Games: A Simple Dynamic Model of Choice," Games and Economic Behavior, Elsevier, vol. 34(1), pages 104-122, January.
  12. George R. Neumann & Nathan E. Savin, 2000. "Learning and Communication in Sender-Receiver Games: An Econometric Investigation," Econometric Society World Congress 2000 Contributed Papers 1852, Econometric Society.
  13. Gaunersdorfer, Andrea & Hommes, Cars H. & Wagener, Florian O.O., 2008. "Bifurcation routes to volatility clustering under evolutionary learning," Journal of Economic Behavior & Organization, Elsevier, vol. 67(1), pages 27-47, July.
  14. Alanyali, Murat, 2010. "A note on adjusted replicator dynamics in iterated games," Journal of Mathematical Economics, Elsevier, vol. 46(1), pages 86-98, January.
  15. Alan Beggs, 2002. "On the Convergence of Reinforcement Learning," Economics Series Working Papers 96, University of Oxford, Department of Economics.
  16. Sandholm, William H., 2015. "Population Games and Deterministic Evolutionary Dynamics," Handbook of Game Theory with Economic Applications, in: Handbook of Game Theory with Economic Applications, volume 4, chapter 13, pages 703-778 Elsevier.
  17. Iris Bohnet & Bruno S. Frey & Steffen Huck, . "More Order with Less Law: On Contract Enforcement, Trust, and Crowding," IEW - Working Papers 052, Institute for Empirical Research in Economics - University of Zurich.
  18. Antonio Cabrales & Giovanni Ponti, 1997. "Implementation, elimination of weakly dominated strategies and evolutionary dynamics," Economics Working Papers 221, Department of Economics and Business, Universitat Pompeu Fabra.
  19. David Goldbaum, 2001. "Market Efficiency and Learning in an Endogenously Unstable Environment," Computing in Economics and Finance 2001 105, Society for Computational Economics.
  20. Antonio Cabrales & Walter Garcia Fontes, 2000. "Estimating learning models from experimental data," Economics Working Papers 501, Department of Economics and Business, Universitat Pompeu Fabra.
  21. Tanabe, Yasuo, 2006. "The propagation of chaos for interacting individuals in a large population," Mathematical Social Sciences, Elsevier, vol. 51(2), pages 125-152, March.
  22. Harald Uhlig & Martin Lettau, 1999. "Rules of Thumb versus Dynamic Programming," American Economic Review, American Economic Association, vol. 89(1), pages 148-174, March.
  23. Sieg, Gernot, 2001. "A political business cycle with boundedly rational agents," European Journal of Political Economy, Elsevier, vol. 17(1), pages 39-52, March.
  24. Walter Gutjahr, 2006. "Interaction dynamics of two reinforcement learners," Central European Journal of Operations Research, Springer, vol. 14(1), pages 59-86, February.
  25. Herbert Gintis & Antoine Mandel, 2012. "The Stability of Walrasian General Equilibrium," Documents de travail du Centre d'Economie de la Sorbonne 12065, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
  26. Karine Nyborg & Mari Rege, 2000. "The Evolution of Considerate Smoking Behavior," Discussion Papers 279, Statistics Norway, Research Department.
  27. Jordi Brandts & Antonio Cabrales & Gary Charness, 2003. "Forward induction and the excess capacity puzzle: An experimental investigation," Working Papers 76, Barcelona Graduate School of Economics.
  28. Mele, Antonio & Molnar, Krisztina & Santoro, Sergio, 2014. "On the perils of stabilizing prices when agents are learning," Discussion Paper Series in Economics 1/2015, Department of Economics, Norwegian School of Economics.
  29. Dai, Darong, 2012. "Learning Nash Equilibria," MPRA Paper 40040, University Library of Munich, Germany.
  30. Raymond Battalio & Larry Samuelson & John Van Huyck, 2010. "Risk Dominance, Payoff Dominance and Probabilistic Choice Learning," Levine's Working Paper Archive 50, David K. Levine.
  31. Ed Hopkins, . "Learning, Matching and Aggregation," ELSE working papers 033, ESRC Centre on Economics Learning and Social Evolution.
  32. Thomas Norman, 2005. "Dynamically Stable Sets in Infinite Strategy Spaces," Economics Series Working Papers 251, University of Oxford, Department of Economics.
  33. 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.
  34. Stepan Cabelka & Jacek Cukrowski, 2001. "R&D in Duopoly with Spillovers: Evolution and Aspiration Learning," Industrial Organization 0012005, EconWPA.
  35. Valentina Corradi & Rajiv Sarin, . "Continuous Approximations of Stochastic Evolutionary Game Dynamics," ELSE working papers 002, ESRC Centre on Economics Learning and Social Evolution.
  36. Dunia López-Pintado & Giovanni Ponti, 2003. "Solomon'S Dilemma: An Experimental Study On Dynamic Implementation," Working Papers. Serie AD 2003-11, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
  37. Ulrich Berger, 2003. "A general model of best response adaptation," Game Theory and Information 0303008, EconWPA.
  38. Sandroni, Alvaro, 2000. "Reciprocity and Cooperation in Repeated Coordination Games: The Principled-Player Approach," Games and Economic Behavior, Elsevier, vol. 32(2), pages 157-182, August.
  39. repec:esj:esridp:84 is not listed on IDEAS
  40. Thomas Norman, 2007. "Rapid Evolution under Inertia," Economics Series Working Papers 299, University of Oxford, Department of Economics.
  41. Blume, A. & DeJong, D.V. & Neumann, G. & Savin, N.E., 2000. "Learning and Communication in Sender-Reciever Games : An Economic Investigation," Discussion Paper 2000-09, Tilburg University, Center for Economic Research.
  42. Weibull, Jörgen W., 1997. "What have we learned from Evolutionary Game Theory so far?," Working Paper Series 487, Research Institute of Industrial Economics, revised 26 Oct 1998.
  43. Antoci, Angelo & Sacco, Pier Luigi & Vanin, Paolo, 2007. "Social capital accumulation and the evolution of social participation," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 36(1), pages 128-143, February.
  44. 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.
  45. Bigoni, Maria & Casari, Marco & Skrzypacz, Andrzej & Spagnolo, Giancarlo, 2011. "Time Horizon and Cooperation in Continuous Time," Research Papers 2088, Stanford University, Graduate School of Business.
  46. Weibull, Jorgen W., 1998. "Evolution, rationality and equilibrium in games," European Economic Review, Elsevier, vol. 42(3-5), pages 641-649, May.
  47. Rosemarie Nagel & Antonio Cabrales & Roc Armenter, 2002. "Equilibrium selection through incomplete information in coordination games: An experimental study," Economics Working Papers 601, Department of Economics and Business, Universitat Pompeu Fabra.
  48. Karayalcin, Cem & Mitra, Devashish, 1999. "Multiple equilibria, coordination, and transitional growth," Journal of Development Economics, Elsevier, vol. 60(2), pages 297-316, December.
  49. Michele Berardi, 2013. "On the fragility of sunspot equilibria under learning and evolutionary dynamics," Centre for Growth and Business Cycle Research Discussion Paper Series 186, Economics, The Univeristy of Manchester.
  50. Schlag, Karl H., 1998. "Why Imitate, and If So, How?, : A Boundedly Rational Approach to Multi-armed Bandits," Journal of Economic Theory, Elsevier, vol. 78(1), pages 130-156, January.
  51. Easley, David & Rustichini, Aldo, 2005. "Optimal guessing: Choice in complex environments," Journal of Economic Theory, Elsevier, vol. 124(1), pages 1-21, September.
  52. Friederike Mengel, 2007. "Learning Across Games," Working Papers. Serie AD 2007-05, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
  53. Atanasios Mitropoulos, 2001. "Learning Under Little Information: An Experiment on Mutual Fate Control," Game Theory and Information 0110003, EconWPA.
  54. Gaunersdorfer, A. & Hommes, C.H. & Wagener, F.O.O., 2000. "Bifurcation Routes to Volatility Clustering," CeNDEF Working Papers 00-04, Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance.
  55. Sandholm, William H., 2003. "Evolution and equilibrium under inexact information," Games and Economic Behavior, Elsevier, vol. 44(2), pages 343-378, August.
  56. Ianni, Antonella, 2011. "Learning Strict Nash Equilibria through Reinforcement," MPRA Paper 33936, University Library of Munich, Germany.
  57. Sandholm,W.H., 1999. "Markov evolution with inexact information," Working papers 15, Wisconsin Madison - Social Systems.
  58. J. Van Huyck & R. Battalio & F. Rankin, 1996. "On the Evolution of Convention: Evidence from Coordination Games," Levine's Working Paper Archive 548, David K. Levine.
  59. Angelo Antoci & Pier Luigi Sacco & Paolo Vanin, 2001. "Economic Growth and Social Poverty: The Evolution of Social Participation," Bonn Econ Discussion Papers bgse13_2001, University of Bonn, Germany.
  60. Tsakas, Elias & Voorneveld, Mark, 2009. "The target projection dynamic," Games and Economic Behavior, Elsevier, vol. 67(2), pages 708-719, November.
  61. Dixon, Huw David, 2000. "Keeping up with the Joneses: competition and the evolution of collusion," Journal of Economic Behavior & Organization, Elsevier, vol. 43(2), pages 223-238, October.
  62. Tilman Borgers & Antonio Morales & Rajiv Sarin, 2010. "Expedient and Monotone Learning Rules," Levine's Working Paper Archive 625018000000000099, David K. Levine.
  63. Jorge Andrés Gallego, 2007. "La reciprocidad y la paradoja del votante," Revista de Economía Institucional, Universidad Externado de Colombia - Facultad de Economía, vol. 9(16), pages 149-188, January-J.
  64. Yasuhiro Shirata, 2012. "The evolution of fairness under an assortative matching rule in the ultimatum game," International Journal of Game Theory, Springer, vol. 41(1), pages 1-21, February.
  65. Uriarte Ayo, José Ramón, 2005. "A Behavioral Foundation for Models of Evolutionary Drift," IKERLANAK 2005-19, Universidad del País Vasco - Departamento de Fundamentos del Análisis Económico I.
  66. Droste, Edward & Kosfeld, Michael & Voorneveld, Mark, 2003. "Best-reply matching in games," Mathematical Social Sciences, Elsevier, vol. 46(3), pages 291-309, December.
  67. Carlos Oyarzun & Rajiv Sarin, 2005. "Learning and Risk Aversion," Levine's Bibliography 784828000000000482, UCLA Department of Economics.
  68. Georgios Chasparis & Jeff Shamma, 2012. "Distributed Dynamic Reinforcement of Efficient Outcomes in Multiagent Coordination and Network Formation," Dynamic Games and Applications, Springer, vol. 2(1), pages 18-50, March.
  69. Schuster, Stephan, 2010. "Network Formation with Adaptive Agents," MPRA Paper 27388, University Library of Munich, Germany.
  70. Tilman Slembeck, 1999. "Low Information Games - Experimental Evidence on Learning in Ultimatum Bargaining," Experimental 9905001, EconWPA.
  71. TANABE Yasuo, 2004. "A Result for Approximation of Imitational Behavior in Large Populations," ESRI Discussion paper series 084, Economic and Social Research Institute (ESRI).
  72. repec:use:tkiwps:2727 is not listed on IDEAS
  73. Reinoud Joosten, 2009. "Paul Samuelson's critique and equilibrium concepts in evolutionary game theory," Papers on Economics and Evolution 2009-16, Philipps University Marburg, Department of Geography.
  74. Demichelis, Stefano & Ritzberger, Klaus, 2003. "From evolutionary to strategic stability," Journal of Economic Theory, Elsevier, vol. 113(1), pages 51-75, November.
  75. 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.
  76. Dai, Darong, 2012. "On the Existence of Pareto Optimal Endogenous Matching," MPRA Paper 43125, University Library of Munich, Germany.
  77. Atanasios Mitropoulos, 2001. "On the Measurement of the Predictive Success of Learning Theories in Repeated Games," Experimental 0110001, EconWPA.
  78. 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.
  79. Napel, Stefan, 2003. "Aspiration adaptation in the ultimatum minigame," Games and Economic Behavior, Elsevier, vol. 43(1), pages 86-106, April.
  80. Droste, E.J.R. & Kosfeld, M. & Voorneveld, M., 1998. "A Myopic Adjustment Process Leading to Best-Reply Matching," Discussion Paper 1998-111, Tilburg University, Center for Economic Research.
  81. 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.
  82. Oyarzun, Carlos & Sarin, Rajiv, 2013. "Learning and risk aversion," Journal of Economic Theory, Elsevier, vol. 148(1), pages 196-225.
  83. Franke, Reiner, 2003. "Reinforcement learning in the El Farol model," Journal of Economic Behavior & Organization, Elsevier, vol. 51(3), pages 367-388, July.
  84. Jorge Andrés Gallego Durán & Rafal Raciborski, 2008. "Clientelism, income inequality, and social preferences: an evolutionary approach to poverty traps," DOCUMENTOS DE ECONOMÍA 004717, UNIVERSIDAD JAVERIANA - BOGOTÁ.
  85. 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.
  86. Balkenborg, Dieter & Schlag, Karl H., 2007. "On the evolutionary selection of sets of Nash equilibria," Journal of Economic Theory, Elsevier, vol. 133(1), pages 295-315, March.
  87. Maruta, Toshimasa, 2002. "Binary Games with State Dependent Stochastic Choice," Journal of Economic Theory, Elsevier, vol. 103(2), pages 351-376, April.
  88. repec:bil:bilpap:998 is not listed on IDEAS
  89. Nyborg, Karine & Rege, Mari, 2003. "On social norms: the evolution of considerate smoking behavior," Journal of Economic Behavior & Organization, Elsevier, vol. 52(3), pages 323-340, November.
  90. Keyzer, Michiel & van Wesenbeeck, Lia, 2005. "Equilibrium selection in games: the mollifier method," Journal of Mathematical Economics, Elsevier, vol. 41(3), pages 285-301, April.
  91. Herbert Dawid & Joern Dermietzel, 2006. "How Robust is the Equal Split Norm? Responsive Strategies, Selection Mechanisms and the Need for Economic Interpretation of Simulation Parameters," Computational Economics, Society for Computational Economics, vol. 28(4), pages 371-397, November.
  92. Cabrales, Antonio & Garcia-Fontes, Walter & Motta, Massimo, 2000. "Risk dominance selects the leader: An experimental analysis," International Journal of Industrial Organization, Elsevier, vol. 18(1), pages 137-162, January.
  93. Schuster, Stephan, 2012. "Applications in Agent-Based Computational Economics," MPRA Paper 47201, University Library of Munich, Germany.
  94. Romero, José Gabriel & Kovarik, Jaromir & Mengel, Friederike, 2012. "Learning in Network Games," IKERLANAK Ikerlanak;2012-66, Universidad del País Vasco - Departamento de Fundamentos del Análisis Económico I.
  95. Francisco Álvarez González & Christophe Deissenberg, 2001. "Cheating for the common good in a Macroeconomic policy game," Documentos de Trabajo del ICAE 0104, Universidad Complutense de Madrid, Facultad de Ciencias Económicas y Empresariales, Instituto Complutense de Análisis Económico.
  96. Ed Hopkins & Martin Posch, 2004. "Attainability of Boundary Points under Reinforcement Learning," ESE Discussion Papers 79, Edinburgh School of Economics, University of Edinburgh.
  97. Jin-Ray Lu & Chih-Ming Chan & Wen-Shen Li, 2011. "Portfolio Selections with Innate Learning Ability," International Journal of Business and Economics, College of Business, and College of Finance, Feng Chia University, Taichung, Taiwan, vol. 10(3), pages 201-217, December.
  98. Martin Jones & Robert Sugden, 2001. "Positive confirmation bias in the acquisition of information," Theory and Decision, Springer, vol. 50(1), pages 59-99, February.
  99. Lahkar, Ratul & Seymour, Robert M., 2013. "Reinforcement learning in population games," Games and Economic Behavior, Elsevier, vol. 80(C), pages 10-38.
  100. 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.
  101. Golman, Russell & Page, Scott E., 2010. "Individual and cultural learning in stag hunt games with multiple actions," Journal of Economic Behavior & Organization, Elsevier, vol. 73(3), pages 359-376, March.
  102. Blume, A. & DeJong, D.V. & Neumann, G.R. & Savin, N.E., 1998. "Learning in Sender-Receiver Games," Working Papers 98-02, University of Iowa, Department of Economics.
  103. 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.
  104. F. de Vries, 1999. "The Behavioral Firm and Its Internal Game: Evolutionary Dynamics of Decision Making," Working Papers ir99036, International Institute for Applied Systems Analysis.
  105. Eric Friedman & Scott Shenker & Amy Greenwald, 1998. "Learning in Networks Contexts: Experimental Results from Simulations," Departmental Working Papers 199825, Rutgers University, Department of Economics.
  106. Lahkar, Ratul & Sandholm, William H., 2008. "The projection dynamic and the geometry of population games," Games and Economic Behavior, Elsevier, vol. 64(2), pages 565-590, November.
  107. Eric J Friedman & Scott Schenker, 1997. "Learning and Implementation on the Internet," Levine's Working Paper Archive 595, David K. Levine.
  108. Ken Binmore & Larry Samuelson, . "Evolutionary Drift and Equilibrium Selection," ELSE working papers 011, ESRC Centre on Economics Learning and Social Evolution.
  109. Leslie, David S. & Collins, E.J., 2006. "Generalised weakened fictitious play," Games and Economic Behavior, Elsevier, vol. 56(2), pages 285-298, August.
  110. Erik Mohlin & Robert Ostling & Joseph Tao-yi Wang, 2014. "Learning by Imitation in Games: Theory, Field, and Laboratory," Economics Series Working Papers 734, University of Oxford, Department of Economics.
  111. Alos Ferrer, Carlos, 2013. "Think, but Not Too Much: A Dual-Process Model of Willpower and Self-Control," Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 80019, Verein für Socialpolitik / German Economic Association.
  112. David K. Levine, 1997. "Learning in the Stock Flow Model," Levine's Working Paper Archive 629, David K. Levine.
  113. Dai, Darong, 2012. "On the Existence and Stability of Pareto Optimal Endogenous Matching with Fairness," MPRA Paper 40560, University Library of Munich, Germany.
  114. Ed Hopkins & Robert M. Seymour, 2002. "The Stability of Price Dispersion under Seller and Consumer Learning," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(4), pages 1157-1190, November.
  115. Squintani, Francesco & Valimaki, Juuso, 2002. "Imitation and Experimentation in Changing Contests," Journal of Economic Theory, Elsevier, vol. 104(2), pages 376-404, June.
  116. Corradi, Valentina & Sarin, Rajiv, 2000. "Continuous Approximations of Stochastic Evolutionary Game Dynamics," Journal of Economic Theory, Elsevier, vol. 94(2), pages 163-191, October.
  117. Angelo Antoci & Simone Borghesi, 2010. "Environmental degradation, self-protection choices and coordination failures in a North–South evolutionary model," Journal of Economic Interaction and Coordination, Springer, vol. 5(1), pages 89-107, June.
  118. Mari Rege, 2000. "Networking Strategy: Cooperate Today in Order to Meet a Cooperator Tomorrow," Discussion Papers 282, Statistics Norway, Research Department.
  119. Samuelson, Larry, 2001. "Analogies, Adaptation, and Anomalies," Journal of Economic Theory, Elsevier, vol. 97(2), pages 320-366, April.
  120. Teck-Hua Ho & Keith Weigelt, 2005. "Trust among Strangers," Game Theory and Information 0504006, EconWPA.
  121. Tone Dieckmann, 1998. "Stochastic Learning and the Evolution of Conventions," Constitutional Political Economy, Springer, vol. 9(3), pages 187-212, September.
  122. repec:fth:calaec:6-98 is not listed on IDEAS
  123. Atanasios Mitropoulos, 2001. "Little Information, Efficiency, and Learning - An Experimental Study," Game Theory and Information 0110002, EconWPA.
  124. 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.
  125. Eric Friedman & Scott Shenker, 1998. "Learning and Implementation on the Internet," Departmental Working Papers 199821, Rutgers University, Department of Economics.
  126. E. Friedman & S. Shenker, 2010. "Synchronous and Asynchronous Learning by Responsive Learning Automata," Levine's Working Paper Archive 469, David K. Levine.
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