Does Observation Influence Learning?
A common value auction experiment is run to compare the relative influence of observation and experience on learning. It is shown that the ex-post observation of opponents' actions and payoffs homogenizes behavior and accelerates learning toward the Nash equilibrium. Besides, experiential and observational learning are both relevant and of comparable magnitude. A general reinforcement model for continuous strategies, encompassing choice reinforcement learning, direction learning and payoff dependent imitation, performs well in explaining the experimental data and it dominates competing models such as the reinforcement of best response strategies.
|Date of creation:||2001|
|Date of revision:|
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- Garvin, Susan & Kagel, John H., 1994. "Learning in common value auctions: Some initial observations," Journal of Economic Behavior & Organization, Elsevier, vol. 25(3), pages 351-372, December.
- Tilman Slembeck, 1999. "A Behavioral Approach to Learning in Economics - Towards an Economic Theory of Contingent Learning," Microeconomics 9905001, EconWPA.
- Nick Feltovich & John Duffy, 1999.
"Does observation of others affect learning in strategic environments? An experimental study,"
International Journal of Game Theory,
Springer;Game Theory Society, vol. 28(1), pages 131-152.
- John Duffy & Nick Feltovich, 1997. "Does Observation of Others Affect Learning in Strategic Environments? An Experimental Study," Levine's Working Paper Archive 592, David K. Levine.
- Schlag, Karl H., 1996.
"Which one should I imitate?,"
Discussion Paper Serie B
365, University of Bonn, Germany.
- 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.
- 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.
- Stahl, Dale O., 2000. "Rule Learning in Symmetric Normal-Form Games: Theory and Evidence," Games and Economic Behavior, Elsevier, vol. 32(1), pages 105-138, July.
- Theo Offerman & Jan Potters & Joep Sonnemans, 1997.
"Imitation and Belief Learning in an Oligopoly Experiment,"
Tinbergen Institute Discussion Papers
97-116/1, Tinbergen Institute.
- Theo Offerman & Jan Potters & Joep Sonnemans, 2002. "Imitation and Belief Learning in an Oligopoly Experiment," Review of Economic Studies, Oxford University Press, vol. 69(4), pages 973-997.
- Offerman, T.J.S. & Potters, J.J.M. & Sonnemans, J., 2002. "Imitation and belief learning in an oligopoly experiment," Other publications TiSEM a6a771c5-31ba-4193-8f76-a, Tilburg University, School of Economics and Management.
- Abbink, K. & Sadrieh, A. & Zamir, S., 2002.
"Fairness, Public Good, and Emotional Aspects of Punishment Behavior,"
2002-38, Tilburg University, Center for Economic Research.
- Klaus Abbink & Abdolkarim Sadrieh & Shmuel Zamir, 2004. "Fairness, Public Good, and Emotional Aspects of Punishment Behavior," Theory and Decision, Springer, vol. 57(1), pages 25-57, 08.
- Olivier Armantier, 2001.
"Does Observation Influence Learning?,"
Department of Economics Working Papers
01-04, Stony Brook University, Department of Economics.
- Fernando Vega Redondo, 1996.
"The evolution of walrasian behavior,"
Working Papers. Serie AD
1996-05, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
- 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.
- Colin Camerer & Teck-Hua Ho, 1999. "Experience-weighted Attraction Learning in Normal Form Games," Econometrica, Econometric Society, vol. 67(4), pages 827-874, July.
- 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.
- McKelvey Richard D. & Palfrey Thomas R., 1995. "Quantal Response Equilibria for Normal Form Games," Games and Economic Behavior, Elsevier, vol. 10(1), pages 6-38, July.
- Mookherjee Dilip & Sopher Barry, 1994. "Learning Behavior in an Experimental Matching Pennies Game," Games and Economic Behavior, Elsevier, vol. 7(1), pages 62-91, July.
- Huck, Steffen & Normann, Hans-Theo & Oechssler, Jorg, 1999.
"Learning in Cournot Oligopoly--An Experiment,"
Royal Economic Society, vol. 109(454), pages C80-95, March.
- Antonio Cabrales & Walter Garcia Fontes, 2000. "Estimating learning models from experimental data," Economics Working Papers 501, Department of Economics and Business, Universitat Pompeu Fabra.
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