Leonidas Spiliopoulos

Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development

Lentzeallee 94

D-14195 Berlin

Germany

SCHOLARLY PAPERS

17

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1,701

SSRN CITATIONS
Rank 20,878

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Top 20,878

in Total Papers Citations

8

CROSSREF CITATIONS

28

Scholarly Papers (17)

1.

The BCD of Response Time Analysis in Experimental Economics

Number of pages: 41 Posted: 26 Feb 2014 Last Revised: 29 Mar 2016
Leonidas Spiliopoulos and Andreas Ortmann
Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development and UNSW Australia Business School, School of Economics
Downloads 355 (84,190)
Citation 17

Abstract:

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Response time, experimental economics, procedural rationality, games, strategic decision making

2.

What Determines Macroeconomic Volatility? A Cross-Section and Panel Data Study

Number of pages: 39 Posted: 03 Oct 2005
Leonidas Spiliopoulos
Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development
Downloads 222 (138,514)
Citation 1

Abstract:

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Macroeconomics,volatility,economic growth,variability,international economics,public policy,uncertainty

3.

Learning Backward Induction: A Neural Network Agent Approach

Agent-Based Approaches in Economic and Social Complex Systems VI, edn. 2011, Springer, Japan, pp. 61 - 73, doi.org/10.1007/978-4-431-53907-0_5
Posted: 03 Oct 2005 Last Revised: 13 Aug 2012
Leonidas Spiliopoulos
Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development
Downloads 180 (168,298)

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Agent based computational economics, Backward induction, Learning models, Behavioral game theory, Simulations, Complex adaptive systems, Artificial intelligence, Neural networks

4.

Complexity, Attention and Choice in Games under Time Constraints: A Process Analysis

Number of pages: 69 Posted: 01 Jul 2015 Last Revised: 05 Oct 2017
Leonidas Spiliopoulos, Andreas Ortmann and Le Zhang
Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development, UNSW Australia Business School, School of Economics and Macquarie University - Macquarie Graduate School of Management
Downloads 158 (188,457)
Citation 2

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Response time, time pressure, experimental economics, procedural rationality, games, strategic decision making, Level-k reasoning, Mouselab, process tracing

5.

The Beauty of Simplicity? (Simple) Heuristics and the Opportunities Yet to Be Realized

UNSW Business School Research Paper No. 2015-25
Number of pages: 34 Posted: 16 Oct 2015 Last Revised: 20 Oct 2015
Andreas Ortmann and Leonidas Spiliopoulos
UNSW Australia Business School, School of Economics and Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development
Downloads 149 (197,858)
Citation 1

Abstract:

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heuristics, simple heuristics, simplicity, model selection, beauty

6.

Nonlinear Decision Weights or Moment-Based Preferences? A Model Competition Involving Described and Experienced Skewness

Number of pages: 34 Posted: 13 Aug 2015 Last Revised: 17 May 2017
Leonidas Spiliopoulos and Ralph Hertwig
Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development and Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development
Downloads 113 (245,175)
Citation 2

Abstract:

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risk, uncertainty, moment-based preferences, prospect theory, mixture models, Bayesian hierarchical estimation, decisions from description, decisions from experience

7.

The Determinants of Macroeconomic Volatility: A Bayesian Model Averaging Approach

Number of pages: 33 Posted: 20 Nov 2010
Leonidas Spiliopoulos
Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development
Downloads 98 (270,457)

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Macroeconomic volatility, Growth, Government policy, Bayesian model averaging, Model selection

8.

Pattern Recognition and Subjective Belief Learning in a Repeated Constant-Sum Game

Games and Economic Behavior, Vol. 75, No. 2, 2012
Number of pages: 26 Posted: 16 Mar 2007 Last Revised: 13 Aug 2012
Leonidas Spiliopoulos
Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development
Downloads 94 (277,920)

Abstract:

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Behavioral game theory, Learning, Fictitious play beliefs, Pattern detection, Repeated constant-sum games

9.

Neural Networks as a Unifying Learning Model for Random Normal Form Games

Adaptive Behavior (2011), vol. 19, no. 6, pp. 383 - 408, doi.org/10.1177/1059712311417636
Number of pages: 36 Posted: 12 Aug 2009 Last Revised: 13 Aug 2012
Leonidas Spiliopoulos
Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development
Downloads 75 (319,092)
Citation 1

Abstract:

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Behavioral game theory, Learning, Global games, Neural networks, Agent-based computational economics, Simulations, Complex adaptive systems, Artificial intelligence

10.

Strategic Adaptation of Humans Playing Computer Algorithms in a Repeated Constant-Sum Game

Autonomous Agents and Multi-Agent Systems (2012); doi.org/10.1007/s10458-012-9203-z
Number of pages: 35 Posted: 16 Mar 2007 Last Revised: 13 Aug 2012
Leonidas Spiliopoulos
Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development
Downloads 69 (334,137)
Citation 4

Abstract:

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Learning, Pattern detection, Computer algorithms, Constant sum games, Experience weighted attraction, Repeated games

11.

Interactive Learning in 2×2 Normal Form Games by Neural Network Agents

Physica A: Statistical Mechanics and its Applications (2012) - Volume 391, Issue 22, Pages 5557–5562
Number of pages: 13 Posted: 13 Aug 2012
Leonidas Spiliopoulos
Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development
Downloads 56 (371,542)

Abstract:

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Game theory, Learning, Neural networks, Agent-based computational economics, Simulations, Complex adaptive systems

12.

Between- and Within-Player Deviations from Serial Independence in Tennis: Do Strategic Considerations, Player Rankings and Match Characteristics Matter?

Number of pages: 28 Posted: 29 Aug 2016 Last Revised: 11 Dec 2017
Leonidas Spiliopoulos
Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development
Downloads 53 (384,300)

Abstract:

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Randomization, Mixed Strategy Nash Equilibrium, Minimax, Tennis, Sports Data Analytics

13.

The Determinants of Response Time in a Repeated Constant-Sum Game: A Robust Bayesian Hierarchical Dual-Process Model

Cognition, 172, 107-123 doi: 10.1016/j.cognition.2017.11.006
Number of pages: 39 Posted: 06 Mar 2016 Last Revised: 04 Jun 2018
Leonidas Spiliopoulos
Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development
Downloads 45 (408,490)
Citation 5

Abstract:

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response time, dual-process models, pattern recognition, reinforcement learning, win-stay lose shift heuristic, Bayesian hierarchical modeling, robust inference, non-cooperative game theory, constant-sum games, experimental economics

14.

Heuristics Can Withstand Environmental and Strategic Uncertainty

Number of pages: 36 Posted: 01 Nov 2018
Leonidas Spiliopoulos and Ralph Hertwig
Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development and Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development
Downloads 19 (531,655)

Abstract:

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game theory, strategic uncertainty, fast and frugal heuristics, ecological rationality, bounded rationality, one shot games

15.

Beyond Fictitious Play Beliefs: Incorporating Pattern Recognition and Similarity Matching

Games and Economic Behavior, Vol. 81, 2013
Number of pages: 27 Posted: 26 Jun 2013
Leonidas Spiliopoulos
Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development
Downloads 15 (555,206)

Abstract:

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Learning, Pattern recognition, Beliefs, Repeated games, Memory, Cognitive models, Behavioral game theory, ACT-R

16.

Transfer of Conflict and Cooperation from Experienced Games to New Games: A Connectionist Model of Learning

Frontiers in Neuroscience 9. doi:10.3389/fnins.2015.00102.
Posted: 19 Jun 2015
Leonidas Spiliopoulos
Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development

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transfer of learning, game theory, cooperation and conflict, connectionist modeling, neural networks and behavior, agent-based modeling

17.

Model Comparisons Using Tournaments: Likes, 'Dislikes', and Challenges

Psychological Methods (Forthcoming)
Posted: 12 Aug 2012 Last Revised: 20 Aug 2013
Leonidas Spiliopoulos and Andreas Ortmann
Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development and UNSW Australia Business School, School of Economics

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prediction tournaments, model comparisons, adaptive behavior, heuristics, bounded rationality, ecological rationality