ArticleFrontiers in psychology2020
Variational Free Energy and Economics Optimizing With Biases and Bounded Rationality.
Article in Frontiers in psychology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
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Who cites it
2 citing papers in PubMed.
- The Free Energy Principle for Perception and Action: A Deep Learning Perspective.Entropy (Basel, Switzerland) · 2022Review
- The Natural Philosophy of Economic Information: Autonomous Agents and Physiosemiosis.Entropy (Basel, Switzerland) · 2021Article
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Authors and funding
1 author.
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Abstract
The purpose of this paper is to offer a new framework for understanding action, optimization, and choice when applied to economic theory more generally. By drawing upon the concept known as the variational free energy principle, the paper will explore how this principle can be used to temper rational choice theory by re-formulating how agents optimize. The approach will result in agent behavior that encompasses a wide range of so-called cognitive biases, as seen in the scientific literature of behavioral economics, but instead of using these biases as further indications of market inefficiencies or market failures, the paper will likewise attempt to show the limits to which these biases can inform or critique standard economic theory. The paper therefore offers up a "middle of the road" approach, in which the neoclassical agent is not quite as "rational" as rational choice theory assumes, but at the same time, not quite as irrational as behavioral economics would often have us believe.
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