Leonidas Spiliopoulos

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

Lentzeallee 94

D-14195 Berlin, 14195

Germany

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

SCHOLARLY PAPERS

20

DOWNLOADS
Rank 42,205

SSRN RANKINGS

Top 42,205

in Total Papers Downloads

2,573

TOTAL CITATIONS
Rank 21,383

SSRN RANKINGS

Top 21,383

in Total Papers Citations

58

Scholarly Papers (20)

Actions:
Email selected abstracts
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 405 (157,424)
Citation 25

Abstract:

Loading...

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

2.

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, Le Zhang 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 Business SchoolMacquarie University - Macquarie Graduate School of Management
Downloads 254 (259,690)
Citation 9

Abstract:

Loading...

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

3.

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 248 (265,943)
Citation 2

Abstract:

Loading...

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

4.

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 208 (315,212)

Abstract:

Loading...

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

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 187 (347,984)
Citation 1

Abstract:

Loading...

heuristics, simple heuristics, simplicity, model selection, beauty

6.

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 178 (363,712)
Citation 1

Abstract:

Loading...

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

7.

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 144 (435,688)
Citation 4

Abstract:

Loading...

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

8.

Ecological Rationality and Economics: Where the Twain Shall Meet

Forthcoming in Synthese, UNSW Business School Research Paper Forthcoming
Number of pages: 48 Posted: 06 Jan 2023 Last Revised: 20 Mar 2023
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 133 (467,410)

Abstract:

Loading...

heuristics, biases, ecological rationality, boundedly rational decision making, behavioral and experimental economics

9.

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 133 (464,548)
Citation 2

Abstract:

Loading...

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

10.

Randomization and Serial Dependence in Professional Tennis Matches: Do Strategic Considerations, Player Rankings and Match Characteristics Matter?

Spiliopoulos, L. (2018). Randomization and serial dependence in professional tennis matches: Do strategic considerations, player rankings and match characteristics matter?. Judgment and Decision Making, 13(5), 413-427.
Number of pages: 15 Posted: 29 Aug 2016 Last Revised: 22 Dec 2019
Leonidas Spiliopoulos
Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development
Downloads 110 (537,752)

Abstract:

Loading...

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

11.

On the Effectiveness of COVID-19 Restrictions and Lockdowns: Pan Metron Ariston

Number of pages: 20 Posted: 29 Jul 2021
Leonidas Spiliopoulos
Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development
Downloads 109 (541,321)

Abstract:

Loading...

COVID-19, SARS-CoV-2, non-pharmaceutical interventions, case and death growth rates, simultaneous structural equations, contact tracing, vaccination

12.

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 104 (560,653)
Citation 6

Abstract:

Loading...

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

13.

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 100 (576,547)
Citation 3

Abstract:

Loading...

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

14.

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 81 (657,205)

Abstract:

Loading...

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

15.

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 78 (671,787)
Citation 5

Abstract:

Loading...

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

16.

On the evolution of heuristics and bounded rational behavior in random games

Number of pages: 44 Posted: 18 Nov 2021
Leonidas Spiliopoulos
Max Planck Society for the Advancement of the Sciences - Max Planck Institute for Human Development
Downloads 61 (767,338)

Abstract:

Loading...

game theory, bounded rationality and heuristics, ecological rationality, evolution and replicator dynamics, Theory of Mind, Level-k reasoningparated]

17.

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 40 (932,508)

Abstract:

Loading...

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

18.

A Map of Ecologically Rational Heuristics for Uncertain Strategic Worlds

Psychological review (2019), Doi.org/10.1037/rev0000171
Posted: 01 Nov 2018 Last Revised: 22 Dec 2019
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

Abstract:

Loading...

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

19.

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

Abstract:

Loading...

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

20.

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

Abstract:

Loading...

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