The naïve utility calculus: Computational principles underlying commonsense psychology

J Jara-Ettinger, H Gweon, LE Schulz… - Trends in cognitive …, 2016 - cell.com
We propose that human social cognition is structured around a basic understanding of
ourselves and others as intuitive utility maximizers: from a young age, humans implicitly …

Inferential social learning: Cognitive foundations of human social learning and teaching

H Gweon - Trends in cognitive sciences, 2021 - cell.com
Social learning is often portrayed as a passive process of copying and trusting others. This
view, however, does not fully capture what makes human social learning so powerful: social …

Building machines that learn and think like people

BM Lake, TD Ullman, JB Tenenbaum… - Behavioral and brain …, 2017 - cambridge.org
Recent progress in artificial intelligence has renewed interest in building systems that learn
and think like people. Many advances have come from using deep neural networks trained …

Rational quantitative attribution of beliefs, desires and percepts in human mentalizing

CL Baker, J Jara-Ettinger, R Saxe… - Nature Human …, 2017 - nature.com
Social cognition depends on our capacity for 'mentalizing', or explaining an agent's
behaviour in terms of their mental states. The development and neural substrates of …

Theory of mind as inverse reinforcement learning

J Jara-Ettinger - Current Opinion in Behavioral Sciences, 2019 - Elsevier
We review the idea that Theory of Mind—our ability to reason about other people's mental
states—can be formalized as inverse reinforcement learning. Under this framework …

Ten-month-old infants infer the value of goals from the costs of actions

S Liu, TD Ullman, JB Tenenbaum, ES Spelke - Science, 2017 - science.org
Infants understand that people pursue goals, but how do they learn which goals people
prefer? We tested whether infants solve this problem by inverting a mental model of action …

The naive utility calculus as a unified, quantitative framework for action understanding

J Jara-Ettinger, LE Schulz, JB Tenenbaum - Cognitive Psychology, 2020 - Elsevier
The human ability to reason about the causes behind other people'behavior is critical for
navigating the social world. Recent empirical research with both children and adults …

Exploration, explanation, and parent–child interaction in museums

MA Callanan, CH Legare, DM Sobel… - Monographs of the …, 2020 - Wiley Online Library
Young children develop causal knowledge through everyday family conversations and
activities. Children's museums are an informative setting for studying the social context of …

Ownership as privileged utility

ML Pesowski, LJ Powell - Cognitive Development, 2023 - Elsevier
From early childhood, humans demonstrate an understanding of ownership and the rights it
confers to owners. This understanding impacts how children reason about people's actions …

Young children consider the expected utility of others' learning to decide what to teach

S Bridgers, J Jara-Ettinger, H Gweon - Nature human behaviour, 2020 - nature.com
Direct instruction facilitates learning without the costs of exploration, yet teachers must be
selective because not everything can nor needs to be taught. How do we decide what to …