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 …
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 …
view, however, does not fully capture what makes human social learning so powerful: social …
Building machines that learn and think like people
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 …
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
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 …
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 …
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
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 …
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 …
navigating the social world. Recent empirical research with both children and adults …
Exploration, explanation, and parent–child interaction in museums
Young children develop causal knowledge through everyday family conversations and
activities. Children's museums are an informative setting for studying the social context of …
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 …
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
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 …
selective because not everything can nor needs to be taught. How do we decide what to …