Errors in probabilistic reasoning and judgment biases

DJ Benjamin - Handbook of Behavioral Economics: Applications and …, 2019 - Elsevier
Errors in probabilistic reasoning have been the focus of much psychology research and are
among the original topics of modern behavioral economics. This chapter reviews theory and …

The computational roots of positivity and confirmation biases in reinforcement learning

S Palminteri, M Lebreton - Trends in Cognitive Sciences, 2022 - cell.com
Humans do not integrate new information objectively: outcomes carrying a positive affective
value and evidence confirming one's own prior belief are overweighed. Until recently …

The dynamics of motivated beliefs

F Zimmermann - American Economic Review, 2020 - aeaweb.org
A key question in the literature on motivated reasoning and self-deception is how motivated
beliefs are sustained in the presence of feedback. In this paper, we explore dynamic …

Mindful economics: The production, consumption, and value of beliefs

R Bénabou, J Tirole - Journal of Economic Perspectives, 2016 - aeaweb.org
In this paper, we provide a perspective into the main ideas and findings emerging from the
growing literature on motivated beliefs and reasoning. This perspective emphasizes that …

Hierarchical active inference: a theory of motivated control

G Pezzulo, F Rigoli, KJ Friston - Trends in cognitive sciences, 2018 - cell.com
Motivated control refers to the coordination of behaviour to achieve affectively valenced
outcomes or goals. The study of motivated control traditionally assumes a distinction …

The optimism bias

T Sharot - Current biology, 2011 - cell.com
The ability to anticipate is a hallmark of cognition. Inferences about what will occur in the
future are critical to decision making, enabling us to prepare our actions so as to avoid harm …

[HTML][HTML] What is the function of confirmation bias?

U Peters - Erkenntnis, 2022 - Springer
Confirmation bias is one of the most widely discussed epistemically problematic cognitions,
challenging reliable belief formation and the correction of inaccurate views. Given its …

Forming beliefs: Why valence matters

T Sharot, N Garrett - Trends in cognitive sciences, 2016 - cell.com
One of the most salient attributes of information is valence: whether a piece of news is good
or bad. Contrary to classic learning theories, which implicitly assume beliefs are adjusted …

Behavioural and neural characterization of optimistic reinforcement learning

G Lefebvre, M Lebreton, F Meyniel… - Nature Human …, 2017 - nature.com
When forming and updating beliefs about future life outcomes, people tend to consider good
news and to disregard bad news. This tendency is assumed to support the optimism bias …

The evolution of cognitive bias

MG Haselton, D Nettle… - The handbook of …, 2015 - Wiley Online Library
One of the most dramatic demonstrations of the role of the mind in one's apprehension of the
world is the existence of cognitive biases. This chapter presents a three‐category framework …