Driver modeling through deep reinforcement learning and behavioral game theory

BM Albaba, Y Yildiz - IEEE Transactions on Control Systems …, 2021 - ieeexplore.ieee.org
In this work, a synergistic combination of deep reinforcement learning and hierarchical game
theory is proposed as a modeling framework for behavioral predictions of drivers in highway …

Levels of reasoning in Keynesian Beauty Contests: a generative framework

F Mauersberger, R Nagel - Handbook of computational economics, 2018 - Elsevier
We introduce a generalization of the Beauty Contest (BC) game as a framework that
incorporates different models from micro-and macroeconomics by formulating their reduced …

Inspired and inspiring: Hervé Moulin and the discovery of the beauty contest game

R Nagel, C Bühren, B Frank - Mathematical Social Sciences, 2017 - Elsevier
We draw an unusually detailed picture of a discovery, the beauty contest game—with Hervé
Moulin as the center of the initial inspiration. Since its inception, the beauty contest game …

Drafting strategies in fantasy football: A study of competitive sequential human decision making

MD Lee, S Liu - Judgment and Decision Making, 2022 - cambridge.org
Drafting is a competitive task in which a set of decision makers choose from a set of
resources sequentially, with each resource becoming unavailable once selected. How …

Strategic thinking: The influence of the game

SP Penczynski - Journal of Economic Behavior & Organization, 2016 - Elsevier
In order to assess the extent to which features of a game affect the strategic sophistication of
the people involved, this study investigates the relevance of differing objectives (matching …

Cognitive sophistication and deliberation times

C Alós-Ferrer, J Buckenmaier - Experimental Economics, 2021 - Springer
Differences in cognitive sophistication and effort are at the root of behavioral heterogeneity
in economics. To explain this heterogeneity, behavioral models assume that certain choices …

Experiments on monetary policy and central banking

C Cornand, F Heinemann - Experiments in macroeconomics, 2014 - emerald.com
In this article, we survey experiments that are directly related to monetary policy and central
banking. We argue that experiments can also be used as a tool for central bankers for bench …

Coordination under limited depth of reasoning

T Kneeland - Games and Economic Behavior, 2016 - Elsevier
This paper provides the first unified explanation of behavior in coordinated attack games
under both public and private information. It demonstrates that the main experimental …

Knowing me, imagining you: Projection and overbidding in auctions

Y Breitmoser - Games and Economic Behavior, 2019 - Elsevier
Overbidding in auctions has been attributed to eg risk aversion, loser regret, level-k, and
cursedness, relying on varying identifying assumptions. I argue that “type projection” …

[HTML][HTML] Overweighting of public information in financial markets: A lesson from the lab

A Ruiz-Buforn, E Camacho-Cuena, A Morone… - Journal of Banking & …, 2021 - Elsevier
We study the information aggregation process in a laboratory financial market where traders
have access to costly private and free public imperfect information. The public disclosure …