Modelling the effect of learning and evolving rules on the use of common-pool resources
The extend to which common-pool resources are used and managed sustainably depends highly on incentives. Incentives influence the behaviour of individuals with respect to natural resource management and are determined by institutional arrangements comprising of formal and informal rules and markets. Changes in institutional arrangements will affect individual incentives and will therefore have an impact on resource use. In order to model the connections between institutional arrangements and the sustainable use of common-pool resources we must take into consideration the behaviour of individuals. Game-theoretical models appear to be an adequate modelling technique with which to assess the behaviour of individuals as well as the development of institutions with regards to common-pool resource regimes. The implementation of a game-theoretical framework in the form of an agent-based model appears to be a particularly appropriate tool with which to assess common-pool resource use regimes as such models enable the behaviour of different agents to be modelled as strategies. Traditionally with agent-based models, the strategies that agents pursue are given, with their expression endogenously determined by the set of rules which govern their behaviour. In this paper I focus on the implementation of mechanisms that also allow for rules to adapt endogenously. Such an approach will be applied to common-pool resource use in order to analyse the effect of rule changes.
|Date of creation:||11 Aug 2004|
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- Eddie Dekel & Drew Fudenberg & David K. Levine, 2000.
"Learning to Play Bayesian Games,"
1322, Northwestern University, Center for Mathematical Studies in Economics and Management Science, revised Jul 2001.
- Dekel, Eddie & Fudenberg, Drew & Levine, David, 2004. "Learning to Play Bayesian Games," Scholarly Articles 3200612, Harvard University Department of Economics.
- Eddie Dekel & Drew Fudenberg & David K Levine, 2002. "Learning to Play Bayesian Games," Levine's Working Paper Archive 625018000000000151, David K. Levine.
- Eddie Dekel & Drew Fudenberg & David K. Levine, 2001. "Learning to Play Bayesian Games," Harvard Institute of Economic Research Working Papers 1926, Harvard - Institute of Economic Research.
- Tesfatsion, Leigh, 2001.
"Introduction to the special issue on agent-based computational economics,"
Journal of Economic Dynamics and Control,
Elsevier, vol. 25(3-4), pages 281-293, March.
- Tesfatsion, Leigh S., 2001. "Introduction to the Special Issue on Agent-Based Computational Economics," Staff General Research Papers 1915, Iowa State University, Department of Economics.
- Tesfatsion, Leigh S., 2001. "Introduction to the Special Issue on Agent-Based Computational Economics," Staff General Research Papers 10038, Iowa State University, Department of Economics.
- Edgar L. Feige, 2003. "Underground Activity And Institutional Change: Productive, Protective And Predatory Behavior In Transition Economies," Development and Comp Systems 0305001, EconWPA.
- Fudenberg, Drew & Levine, David, 1998.
"Learning in games,"
European Economic Review,
Elsevier, vol. 42(3-5), pages 631-639, May.
- Sarin, R. & Vahid, F., 1999.
"Predicting how People Play Games: a Simple Dynamic Model of Choice,"
Monash Econometrics and Business Statistics Working Papers
12/99, Monash University, Department of Econometrics and Business Statistics.
- 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.
- Colin Camerer & Teck-Hua Ho, 1999. "Experience-weighted Attraction Learning in Normal Form Games," Econometrica, Econometric Society, vol. 67(4), pages 827-874, July.
- Douglass C. North, 1993. "Five Propositions about Institutional Change," Economic History 9309001, EconWPA.
- Friedman, Daniel, 1996. "Equilibrium in Evolutionary Games: Some Experimental Results," Economic Journal, Royal Economic Society, vol. 106(434), pages 1-25, January.
- Alchian, Armen A & Demsetz, Harold, 1972.
"Production , Information Costs, and Economic Organization,"
American Economic Review,
American Economic Association, vol. 62(5), pages 777-95, December.
- Armen A. Alchian & Harold Demsetz, 1971. "Production, Information Costs and Economic Organizations," UCLA Economics Working Papers 10A, UCLA Department of Economics.
- Alchian, Armen A. & Demsetz, Harold, 1973. "The Property Right Paradigm," The Journal of Economic History, Cambridge University Press, vol. 33(01), pages 16-27, March.
- Kalai, Ehud & Lehrer, Ehud, 1995. "Subjective games and equilibria," Games and Economic Behavior, Elsevier, vol. 8(1), pages 123-163.
- Friedman, Daniel, 1991. "Evolutionary Games in Economics," Econometrica, Econometric Society, vol. 59(3), pages 637-66, May.
- Ernst Fehr & Armin Falk, 2002.
"Psychological Foundations of Incentives,"
CESifo Working Paper Series
714, CESifo Group Munich.
- Fehr, Ernst & Falk, Armin, 2002. "Psychological Foundations of Incentives," IZA Discussion Papers 507, Institute for the Study of Labor (IZA).
- Falk, Armin & Fehr, Ernst, 2002. "Psychological Foundations of Incentives," CEPR Discussion Papers 3185, C.E.P.R. Discussion Papers.
- Ernst Fehr & Armin Falk, . "Psychological Foundations of Incentives," IEW - Working Papers 095, Institute for Empirical Research in Economics - University of Zurich.
- Ernst Fehr, 2003. "Psychological Foundations of Incentives," Microeconomics 0305010, EconWPA.
- Leigh Tesfatsion, 2002. "Agent-Based Computational Economics," Computational Economics 0203001, EconWPA, revised 15 Aug 2002.
- Oechssler, Jorg & Schipper, Burkhard, 2003.
"Can you guess the game you are playing?,"
Games and Economic Behavior,
Elsevier, vol. 43(1), pages 137-152, April.
- Joel Hellman & Daniel Kaufmann, 2003. "The Inequality of Influence," Development and Comp Systems 0308005, EconWPA.
- David Kreps & Robert Wilson, 1999.
"Reputation and Imperfect Information,"
Levine's Working Paper Archive
238, David K. Levine.
- Chen, Yan & Khoroshilov, Yuri, 2003. "Learning under limited information," Games and Economic Behavior, Elsevier, vol. 44(1), pages 1-25, July.
- Erev, Ido & Roth, Alvin E, 1998. "Predicting How People Play Games: Reinforcement Learning in Experimental Games with Unique, Mixed Strategy Equilibria," American Economic Review, American Economic Association, vol. 88(4), pages 848-81, September.
- Kalai, Ehud & Lehrer, Ehud, 1993. "Subjective Games and Equilibria," Working Papers 875, California Institute of Technology, Division of the Humanities and Social Sciences.
- Douglass C. North, 1993. "The New Institutional Economics and Development," Economic History 9309002, EconWPA.
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