[HTML][HTML] Artificial intelligence and human behavioral development: A perspective on new skills and competences acquisition for the educational context

M Benvenuti, A Cangelosi, A Weinberger… - Computers in Human …, 2023 - Elsevier
Despite the significant emphasis placed on incorporating 21st century skills into the
educational framework, particularly at the primary level, recent scholarly works indicate …

Tasks for aligning human and machine planning

B van Opheusden, WJ Ma - Current Opinion in Behavioral Sciences, 2019 - Elsevier
Research on artificial intelligence and research on human intelligence rely on similar
conceptual foundations and have long inspired each other [1, 2•]. However, achieving …

Over-and underreaction to information

C Ba, JA Bohren, A Imas - Available at SSRN 4274617, 2022 - papers.ssrn.com
Both over-and underreaction to information are well-documented empirically across a
variety of domains. This paper explores how key features of the learning environment …

Leveraging artificial intelligence to improve people's planning strategies

F Callaway, YR Jain… - Proceedings of the …, 2022 - National Acad Sciences
Human decision making is plagued by systematic errors that can have devastating
consequences. Previous research has found that such errors can be partly prevented by …

[PDF][PDF] A resource-rational analysis of human planning.

F Callaway, F Lieder, P Das, S Gul, PM Krueger… - CogSci, 2018 - cocosci.princeton.edu
People's cognitive strategies are jointly shaped by function and computational constraints.
Resource-rational analysis leverages these constraints to derive rational models of people's …

Boosting human decision-making with AI-generated decision aids

F Becker, J Skirzyński, B van Opheusden… - Computational Brain & …, 2022 - Springer
Human decision-making is plagued by many systematic errors. Many of these errors can be
avoided by providing decision aids that guide decision-makers to attend to the important …

Automatic discovery of interpretable planning strategies

J Skirzyński, F Becker, F Lieder - Machine Learning, 2021 - Springer
When making decisions, people often overlook critical information or are overly swayed by
irrelevant information. A common approach to mitigate these biases is to provide decision …

[PDF][PDF] A cognitive tutor for helping people overcome present bias

F Lieder, F Callaway, YR Jain, PM Krueger, P Das… - RLDM …, 2019 - fredcallaway.com
People's reliance on suboptimal heuristics gives rise to a plethora of cognitive biases in
decision-making including the present bias, which denotes people's tendency to be overly …

A computational process-tracing method for measuring people's planning strategies and how they change over time

YR Jain, F Callaway, TL Griffiths, P Dayan, R He… - Behavior Research …, 2023 - Springer
One of the most unique and impressive feats of the human mind is its ability to discover and
continuously refine its own cognitive strategies. Elucidating the underlying learning and …

Systematic metacognitive reflection helps people discover far-sighted decision strategies: A process-tracing experiment

F Becker, M Wirzberger… - … and Decision Making, 2023 - cambridge.org
Short-sighted decisions can have devastating consequences, and teaching people to make
their decisions in a more far-sighted way is challenging. Previous research found that …