The computational challenge of social learning

Do conversations end when people want them to?

(2021) Adam M. Mastroianni et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Learning from other minds: an optimistic critique of reinforcement learning models of social learning

(2021) Natalia Vélez et al.   Current Opinion in Behavioral Sciences

Emotion prediction errors guide socially adaptive behaviour

(2021) Joseph Heffner et al.   Nature Human Behaviour

What do reinforcement learning models measure? Interpreting model parameters in cognition and neuroscience

(2021) Maria K Eckstein et al.   Current Opinion in Behavioral Sciences

The neural and computational systems of social learning

(2020) Andreas Olsson et al.   NATURE REVIEWS NEUROSCIENCE

A Neuro-computational Account of Arbitration between Choice Imitation and Goal Emulation during Human Observational Learning

(2020) Caroline J. Charpentier et al.   NEURON

Using reinforcement learning models in social neuroscience: frameworks, pitfalls and suggestions of best practices

(2020) Lei Zhang et al.   Social Cognitive and Affective Neuroscience

Beyond the Isolated Brain: The Promise and Challenge of Interacting Minds

(2019) Thalia Wheatley et al.   NEURON

Resolving uncertainty in a social world

(2019) Oriel FeldmanHall et al.   Nature Human Behaviour

Where Does Value Come From?

(2019) Keno Juechems et al.   TRENDS IN COGNITIVE SCIENCES

Neural computations underlying strategic social decision-making in groups

(2019) Seongmin A. Park et al.   Nature Communications

Ten simple rules for the computational modeling of behavioral data

(2019) Robert C Wilson et al.   eLife

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

(2019) Sophie Bridgers et al.   Nature Human Behaviour

Theory of mind as inverse reinforcement learning

(2019) Julian Jara-Ettinger   Current Opinion in Behavioral Sciences

Stimulus generalization as a mechanism for learning to trust

(2018) Oriel FeldmanHall et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

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

(2017) Shari Liu et al.   SCIENCE

The Importance of Falsification in Computational Cognitive Modeling

(2017) Stefano Palminteri et al.   TRENDS IN COGNITIVE SCIENCES

Computational neuroscience across the lifespan: Promises and pitfalls

(2017) Wouter van den Bos et al.   Developmental Cognitive Neuroscience

Neural computations underlying inverse reinforcement learning in the human brain

(2017) Sven Collette et al.   eLife

Social Cognition as Reinforcement Learning: Feedback Modulates Emotion Inference

(2016) Jamil Zaki et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Neurocomputational mechanisms of prosocial learning and links to empathy

(2016) Patricia L. Lockwood et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Who Knows? Metacognitive Social Learning Strategies

(2016) Cecilia Heyes   TRENDS IN COGNITIVE SCIENCES

Mood as Representation of Momentum

(2016) Eran Eldar et al.   TRENDS IN COGNITIVE SCIENCES

Instructed knowledge shapes feedback-driven aversive learning in striatum and orbitofrontal cortex, but not the amygdala

(2016) Lauren Y Atlas et al.   eLife

Emotional learning selectively and retroactively strengthens memories for related events

(2015) Joseph E. Dunsmoor et al.   NATURE

Instrumental learning of traits versus rewards: dissociable neural correlates and effects on choice

(2015) Leor M Hackel et al.   NATURE NEUROSCIENCE

How learning shapes the empathic brain

(2015) Grit Hein et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Interaction between emotional state and learning underlies mood instability

(2015) Eran Eldar et al.   Nature Communications

Emotion and Decision Making: Multiple Modulatory Neural Circuits

(2014) Elizabeth A. Phelps et al.   Annual Review of Neuroscience

The Anterior Cingulate Gyrus Signals the Net Value of Others' Rewards

(2014) M. A. J. Apps et al.   JOURNAL OF NEUROSCIENCE

Working Memory Contributions to Reinforcement Learning Impairments in Schizophrenia

(2014) Anne G.E. Collins et al.   JOURNAL OF NEUROSCIENCE

A computational and neural model of momentary subjective well-being

(2014) R. B. Rutledge et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Prediction errors to emotional expressions: the roles of the amygdala in social referencing

(2014) Harma Meffert et al.   Social Cognitive and Affective Neuroscience

Inferring on the Intentions of Others by Hierarchical Bayesian Learning

(2014) Andreea O. Diaconescu et al.   PLoS Computational Biology

Neural Correlates of Reinforcement Learning and Social Preferences in Competitive Bidding

(2013) W. van den Bos et al.   JOURNAL OF NEUROSCIENCE

The Behavioral and Neural Mechanisms Underlying the Tracking of Expertise

(2013) Erie D. Boorman et al.   NEURON

Decision Making: From Neuroscience to Psychiatry

(2013) Daeyeol Lee   NEURON

A Healthy Fear of the Unknown: Perspectives on the Interpretation of Parameter Fits from Computational Models in Neuroscience

(2013) Matthew R. Nassar et al.   PLoS Computational Biology

Learning to Simulate Others' Decisions

(2012) Shinsuke Suzuki et al.   NEURON

Dissociable neural representations of reinforcement and belief prediction errors underlie strategic learning

(2012) L. Zhu et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Reconstructing constructivism: Causal models, Bayesian learning mechanisms, and the theory theory.

(2012) Alison Gopnik et al.   PSYCHOLOGICAL BULLETIN

A Bayesian foundation for individual learning under uncertainty

(2011) Christoph Mathys   Frontiers in Human Neuroscience

Behavioral and Neural Properties of Social Reinforcement Learning

(2011) R. M. Jones et al.   JOURNAL OF NEUROSCIENCE

An Approximately Bayesian Delta-Rule Model Explains the Dynamics of Belief Updating in a Changing Environment

(2010) M. R. Nassar et al.   JOURNAL OF NEUROSCIENCE

Neural mechanisms of observational learning

(2010) C. J. Burke et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Infants consider both the sample and the sampling process in inductive generalization

(2010) H. Gweon et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Probabilistic models of cognition: exploring representations and inductive biases

(2010) Thomas L. Griffiths et al.   TRENDS IN COGNITIVE SCIENCES

Emulation, imitation, over-imitation and the scope of culture for child and chimpanzee

(2009) A. Whiten et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Neural correlates of depth of strategic reasoning in medial prefrontal cortex

(2009) G. Coricelli et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The Computation of Social Behavior

(2009) T. E. J. Behrens et al.   SCIENCE

Associative learning of social value

(2008) Timothy E. J. Behrens et al.   NATURE

Neural correlates of mentalizing-related computations during strategic interactions in humans

(2008) A. N. Hampton et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Game Theory of Mind

(2008) Wako Yoshida et al.   PLoS Computational Biology