Learning in a black box
Author
Suggested Citation
DOI: 10.1016/j.jebo.2016.04.006
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Sergiu Hart & Andreu Mas-Colell, 2013.
"Stochastic Uncoupled Dynamics And Nash Equilibrium,"
World Scientific Book Chapters, in: Simple Adaptive Strategies From Regret-Matching to Uncoupled Dynamics, chapter 8, pages 165-189,
World Scientific Publishing Co. Pte. Ltd..
- Hart, Sergiu & Mas-Colell, Andreu, 2006. "Stochastic uncoupled dynamics and Nash equilibrium," Games and Economic Behavior, Elsevier, vol. 57(2), pages 286-303, November.
- Sergiu Hart & Andreu Mas-Colell, 2004. "Stochastic Uncoupled Dynamics and Nash Equilibrium," Working Papers 174, Barcelona School of Economics.
- Sergiu Hart & Andreu Mas-Colell, 2004. "Stochastic uncoupled dynamics and Nash equilibrium," Economics Working Papers 783, Department of Economics and Business, Universitat Pompeu Fabra.
- Sergiu Hart & Andreu Mas-Colell, 2004. "Stochastic Uncoupled Dynamics and Nash Equilibrium," Levine's Bibliography 122247000000000466, UCLA Department of Economics.
- Sergiu Hart & Andreu Mas-Colell, 2004. "Stochastic Uncoupled Dynamics and Nash Equilibrium," Discussion Paper Series dp371, The Federmann Center for the Study of Rationality, the Hebrew University, Jerusalem.
- Selten, Reinhard & Stoecker, Rolf, 1986. "End behavior in sequences of finite Prisoner's Dilemma supergames A learning theory approach," Journal of Economic Behavior & Organization, Elsevier, vol. 7(1), pages 47-70, March.
- Roth, Alvin E. & Erev, Ido, 1995. "Learning in extensive-form games: Experimental data and simple dynamic models in the intermediate term," Games and Economic Behavior, Elsevier, vol. 8(1), pages 164-212.
- Friedman, Daniel & Huck, Steffen & Oprea, Ryan & Weidenholzer, Simon, 2015.
"From imitation to collusion: Long-run learning in a low-information environment,"
Journal of Economic Theory, Elsevier, vol. 155(C), pages 185-205.
- Friedman, D & Huck, S & Oprea, R & Weidenholzer, S, 2012. "From Imitation to Collusion: Long-run Learning in a Low-Information Environment," Economics Discussion Papers 8954, University of Essex, Department of Economics.
- Daniel Friedman & Steffen Huck & Ryan Oprea & Simon Weidenholzer, 2012. "From Imitation to Collusion: Long-run Learning in a Low-Information Environment," Levine's Working Paper Archive 786969000000000457, David K. Levine.
- Friedman, Daniel & Huck, Steffen & Oprea, Ryan & Weidenholzer, Simon, 2012. "From imitation to collusion: Long-run learning in a low-information environment," Discussion Papers, Research Unit: Economics of Change SP II 2012-301, WZB Berlin Social Science Center.
- Friedman, Daniel & Huck, Steffen & Oprea, Ryan & Weidenholzer, Simon, 2012. "From imitation to collusion: Long-run learning in a low-information environment," Discussion Papers, Research Unit: Economics of Change SP II 2012-301r, WZB Berlin Social Science Center.
- Ralph-C. Bayer & Elke Renner & Rupert Sausgruber, 2013.
"Confusion and learning in the voluntary contributions game,"
Experimental Economics, Springer;Economic Science Association, vol. 16(4), pages 478-496, December.
- 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.
- Mark Isaac, R. & McCue, Kenneth F. & Plott, Charles R., 1985.
"Public goods provision in an experimental environment,"
Journal of Public Economics, Elsevier, vol. 26(1), pages 51-74, February.
- Isaac, R. Mark & McCue, Kenneth F. & Plott, Charles R., "undated". "Public Goods Provision in an Experimental Environment," Working Papers 428, California Institute of Technology, Division of the Humanities and Social Sciences.
- R. M. Harstad & R. Selten, 2014.
"Bounded-rationality models:tasks to become intellectually competitive,"
Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 5.
- Ronald M. Harstad & Reinhard Selten, 2013. "Bounded-Rationality Models: Tasks to Become Intellectually Competitive," Journal of Economic Literature, American Economic Association, vol. 51(2), pages 496-511, June.
- Pradelski, Bary S.R. & Young, H. Peyton, 2012.
"Learning efficient Nash equilibria in distributed systems,"
Games and Economic Behavior, Elsevier, vol. 75(2), pages 882-897.
- H Peyton Young & Bary S. R. Pradelski, 2010. "Learning Efficient Nash Equilibria in Distributed Systems," Economics Series Working Papers 480, University of Oxford, Department of Economics.
- R. Mark Isaac & James M. Walker, 1988.
"Group Size Effects in Public Goods Provision: The Voluntary Contributions Mechanism,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 103(1), pages 179-199.
- R. M. Isaac & J. M. Walker, 2010. "Group size effects in public goods provision: The voluntary contribution mechanism," Levine's Working Paper Archive 310, David K. Levine.
- Germano, Fabrizio & Lugosi, Gabor, 2007.
"Global Nash convergence of Foster and Young's regret testing,"
Games and Economic Behavior, Elsevier, vol. 60(1), pages 135-154, July.
- Fabrizio Germano & Gábor Lugosi, 2004. "Global Nash convergence of Foster and Young's regret testing," Economics Working Papers 788, Department of Economics and Business, Universitat Pompeu Fabra.
- Young, H. Peyton, 2009. "Learning by trial and error," Games and Economic Behavior, Elsevier, vol. 65(2), pages 626-643, March.
- Andreoni, James, 1988. "Why free ride? : Strategies and learning in public goods experiments," Journal of Public Economics, Elsevier, vol. 37(3), pages 291-304, December.
- Zion, Uri Ben & Erev, Ido & Haruvy, Ernan & Shavit, Tal, 2010. "Adaptive behavior leads to under-diversification," Journal of Economic Psychology, Elsevier, vol. 31(6), pages 985-995, December.
- , P. & , Peyton, 2006. "Regret testing: learning to play Nash equilibrium without knowing you have an opponent," Theoretical Economics, Econometric Society, vol. 1(3), pages 341-367, September.
- Sergiu Hart & Andreu Mas-Colell, 2013.
"Uncoupled Dynamics Do Not Lead To Nash Equilibrium,"
World Scientific Book Chapters, in: Simple Adaptive Strategies From Regret-Matching to Uncoupled Dynamics, chapter 7, pages 153-163,
World Scientific Publishing Co. Pte. Ltd..
- Sergiu Hart & Andreu Mas-Colell, 2003. "Uncoupled Dynamics Do Not Lead to Nash Equilibrium," American Economic Review, American Economic Association, vol. 93(5), pages 1830-1836, December.
- Erev, Ido & Rapoport, Amnon, 1998. "Coordination, "Magic," and Reinforcement Learning in a Market Entry Game," Games and Economic Behavior, Elsevier, vol. 23(2), pages 146-175, May.
- Ananish Chaudhuri, 2011. "Sustaining cooperation in laboratory public goods experiments: a selective survey of the literature," Experimental Economics, Springer;Economic Science Association, vol. 14(1), pages 47-83, March.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Ivo Baur & Heinrich H. Nax, 2018. "Adapting Governance Incentives to Avoid Common Pool Resource Underuse: The Case of Swiss Summer Pastures," Sustainability, MDPI, vol. 10(11), pages 1-20, October.
- Ennio Bilancini & Leonardo Boncinelli, 2020.
"The evolution of conventions under condition-dependent mistakes,"
Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 69(2), pages 497-521, March.
- Ennio Bilancini & Leonardo Boncinelli, 2016. "The Evolution of Conventions under Condition-Dependent Mistakes," Working Papers - Economics wp2016_11.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze per l'Economia e l'Impresa.
- Friedman, Daniel & Rabanal, Jean Paul & Rud, Olga A. & Zhao, Shuchen, 2022.
"On the empirical relevance of correlated equilibrium,"
Journal of Economic Theory, Elsevier, vol. 205(C).
- Friedman, Dan & Rabanal, Jean Paul & Rud, Olga A & Zhao, Shuchen, 2021. "On the empirical relevance of correlated equilibrium," UiS Working Papers in Economics and Finance 2021/2, University of Stavanger.
- Maxwell N. Burton-Chellew & Stuart A. West, 2022. "The Black Box as a Control for Payoff-Based Learning in Economic Games," Games, MDPI, vol. 13(6), pages 1-15, November.
- He, Zhongzhi (Lawrence), 2023. "A Gradient-based reinforcement learning model of market equilibration," Journal of Economic Dynamics and Control, Elsevier, vol. 152(C).
- Burton-Chellew, Maxwell & West, Stuart, 2022. "The black box as a control for payoff-based learning in economic games," SocArXiv 5k4ez, Center for Open Science.
- Hwang, Sung-Ha & Lim, Wooyoung & Neary, Philip & Newton, Jonathan, 2018.
"Conventional contracts, intentional behavior and logit choice: Equality without symmetry,"
Games and Economic Behavior, Elsevier, vol. 110(C), pages 273-294.
- Hwang, Sung-Ha & Lim, Wooyoung & Neary, Philip & Newton, Jonathan, 2016. "Conventional Contracts, Intentional behavior and Logit Choice: Equality Without Symmetry," Working Papers 2016-13, University of Sydney, School of Economics.
- Nazaria Solferino & Viviana Solferino & Serena F. Taurino, 2018. "The economics analysis of a Q-learning model of cooperation with punishment and risk taking preferences," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 13(3), pages 601-613, October.
- Kimbrough, Erik O. & Robalino, Nikolaus & Robson, Arthur J., 2017. "Applying “theory of mind”: Theory and experiments," Games and Economic Behavior, Elsevier, vol. 106(C), pages 209-226.
- Heinrich H. Nax, 2023. "The “Black Box” Method for Experimental Economics," Games, MDPI, vol. 14(2), pages 1-2, March.
- Mohlin, Erik & Östling, Robert & Wang, Joseph Tao-yi, 2020. "Learning by similarity-weighted imitation in winner-takes-all games," Games and Economic Behavior, Elsevier, vol. 120(C), pages 225-245.
- Innocenti, Stefania & Cowan, Robin, 2016. "Mimetic behaviour and institutional persistence: A two-armed bandit experiment," MERIT Working Papers 2016-028, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
- Arigapudi, Srinivas & Heller, Yuval & Milchtaich, Igal, 2020. "Instability of Defection in the Prisoner’s Dilemma: Best Experienced Payoff Dynamics Analysis," MPRA Paper 99594, University Library of Munich, Germany.
- Arigapudi, Srinivas & Heller, Yuval & Milchtaich, Igal, 2021. "Instability of defection in the prisoner's dilemma under best experienced payoff dynamics," Journal of Economic Theory, Elsevier, vol. 197(C).
- Masiliūnas, Aidas, 2023. "Learning in rent-seeking contests with payoff risk and foregone payoff information," Games and Economic Behavior, Elsevier, vol. 140(C), pages 50-72.
- Innocenti, Stefania & Cowan, Robin, 2019.
"Self-efficacy beliefs and imitation: A two-armed bandit experiment,"
European Economic Review, Elsevier, vol. 113(C), pages 156-172.
- Stefania Innocenti & Robin Cowan, 2019. "Self-efficacy beliefs and imitation : A two-armed bandit experiment," Post-Print hal-03213711, HAL.
- Bernergård, Axel & Mohlin, Erik, 2019.
"Evolutionary selection against iteratively weakly dominated strategies,"
Games and Economic Behavior, Elsevier, vol. 117(C), pages 82-97.
- Bernergård, Axel & Mohlin, Erik, 2017. "Evolutionary Selection against Iteratively Weakly Dominated Strategies," Working Papers 2017:18, Lund University, Department of Economics, revised 12 Nov 2018.
- Maxwell N. Burton-Chellew & Victoire D’Amico & Claire Guérin, 2022. "The Strategy Method Risks Conflating Confusion with a Social Preference for Conditional Cooperation in Public Goods Games," Games, MDPI, vol. 13(6), pages 1-10, October.
- Kurt A. Ackermann & Ryan O. Murphy, 2019. "Explaining Cooperative Behavior in Public Goods Games: How Preferences and Beliefs Affect Contribution Levels," Games, MDPI, vol. 10(1), pages 1-34, March.
- Jonathan Newton, 2018. "Evolutionary Game Theory: A Renaissance," Games, MDPI, vol. 9(2), pages 1-67, May.
- Aleksejus Kononovicius & Julius Ruseckas, 2018. "Order book model with herd behavior exhibiting long-range memory," Papers 1809.02772, arXiv.org, revised Apr 2019.
- Srinivas Arigapudi & Yuval Heller & Igal Milchtaich, 2020. "Instability of Defection in the Prisoner's Dilemma Under Best Experienced Payoff Dynamics," Papers 2005.05779, arXiv.org, revised Jan 2021.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Nax, Heinrich H. & Burton-Chellew, Maxwell N. & West, Stuart A. & Young, H. Peyton, 2016. "Learning in a black box," LSE Research Online Documents on Economics 68714, London School of Economics and Political Science, LSE Library.
- Heinrich H. Nax & Maxwell N. Burton-Chellew & Stuart A. West & H. Peyton Young, 2013. "Learning in a Black Box," Working Papers hal-00817201, HAL.
- H Peyton Young & H.H. Nax & M.N. Burton-Chellew & S.A. Westor, 2013. "Learning in a Black Box: Trial-and-Error in Voluntary Contribuitons Games," Economics Series Working Papers 653, University of Oxford, Department of Economics.
- Nax, Heinrich H., 2015. "Equity dynamics in bargaining without information exchange," LSE Research Online Documents on Economics 65426, London School of Economics and Political Science, LSE Library.
- Heinrich Nax, 2015. "Equity dynamics in bargaining without information exchange," Journal of Evolutionary Economics, Springer, vol. 25(5), pages 1011-1026, November.
- Heinrich H. Nax & Maxwell N. Burton-Chellew & Stuart A. West & H. Peyton Young, 2013. "Learning in a Black Box," PSE Working Papers hal-00817201, HAL.
- Heinrich Nax & Bary Pradelski, 2015. "Evolutionary dynamics and equitable core selection in assignment games," International Journal of Game Theory, Springer;Game Theory Society, vol. 44(4), pages 903-932, November.
- Jonathan Newton, 2018. "Evolutionary Game Theory: A Renaissance," Games, MDPI, vol. 9(2), pages 1-67, May.
- Mäs, Michael & Nax, Heinrich H., 2016. "A behavioral study of “noise” in coordination games," LSE Research Online Documents on Economics 65422, London School of Economics and Political Science, LSE Library.
- Mäs, Michael & Nax, Heinrich H., 2016. "A behavioral study of “noise” in coordination games," Journal of Economic Theory, Elsevier, vol. 162(C), pages 195-208.
- Nax, Heinrich H. & Pradelski, Bary S. R., 2015. "Evolutionary dynamics and equitable core selection in assignment games," LSE Research Online Documents on Economics 65428, London School of Economics and Political Science, LSE Library.
- Marden, Jason R. & Shamma, Jeff S., 2015. "Game Theory and Distributed Control****Supported AFOSR/MURI projects #FA9550-09-1-0538 and #FA9530-12-1-0359 and ONR projects #N00014-09-1-0751 and #N0014-12-1-0643," Handbook of Game Theory with Economic Applications,, Elsevier.
- Jean-François Laslier & Bernard Walliser, 2015.
"Stubborn learning,"
Theory and Decision, Springer, vol. 79(1), pages 51-93, July.
- Jean-François Laslier & Bernard Walliser, 2011. "Stubborn Learning," Working Papers hal-00609501, HAL.
- Jean-François Laslier & Bernard Walliser, 2011. "Stubborn Learning," PSE Working Papers hal-00609501, HAL.
- Jean-François Laslier & Bernard Walliser, 2015. "Stubborn learning," Post-Print halshs-01310229, HAL.
- Jean-François Laslier & Bernard Walliser, 2015. "Stubborn learning," PSE-Ecole d'économie de Paris (Postprint) halshs-01310229, HAL.
- Yakov Babichenko, 2010. "Completely Uncoupled Dynamics and Nash Equilibria," Discussion Paper Series dp529, The Federmann Center for the Study of Rationality, the Hebrew University, Jerusalem.
- Arifovic, Jasmina & Ledyard, John, 2012. "Individual evolutionary learning, other-regarding preferences, and the voluntary contributions mechanism," Journal of Public Economics, Elsevier, vol. 96(9-10), pages 808-823.
- Lahkar, Ratul, 2017. "Equilibrium selection in the stag hunt game under generalized reinforcement learning," Journal of Economic Behavior & Organization, Elsevier, vol. 138(C), pages 63-68.
- Nax, Heinrich H. & Murphy, Ryan O. & Helbing, Dirk, 2014. "Stability and welfare of 'merit-based' group-matching mechanisms in voluntary contribution game," LSE Research Online Documents on Economics 65444, London School of Economics and Political Science, LSE Library.
- Burkhard C. Schipper, 2022.
"Strategic Teaching and Learning in Games,"
American Economic Journal: Microeconomics, American Economic Association, vol. 14(3), pages 321-352, August.
- Burkhard Schipper, 2015. "Strategic teaching and learning in games," Working Papers 152, University of California, Davis, Department of Economics.
- Burkhard Schipper, 2017. "Strategic Teaching and Learning in Games," Working Papers 232, University of California, Davis, Department of Economics.
- Babichenko, Yakov & Rubinstein, Aviad, 2022. "Communication complexity of approximate Nash equilibria," Games and Economic Behavior, Elsevier, vol. 134(C), pages 376-398.
- Foster, Dean P. & Hart, Sergiu, 2018.
"Smooth calibration, leaky forecasts, finite recall, and Nash dynamics,"
Games and Economic Behavior, Elsevier, vol. 109(C), pages 271-293.
- Dean P. Foster & Sergiu Hart, 2022. "Smooth Calibration, Leaky Forecasts, Finite Recall, and Nash Dynamics," Papers 2210.07152, arXiv.org.
More about this item
Keywords
Learning; Information; Public goods game;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jeborg:v:127:y:2016:i:c:p:1-15. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jebo .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.