Planning with Theory of Mind

People construct simplified mental representations to plan

(2022) Mark K. Ho et al.   NATURE

Value computation in humans

(2022) Daniel Sznycer   EVOLUTION AND HUMAN BEHAVIOR

Neural correlates of spontaneous deception in a non-competitive interpersonal scenario: A functional near-infrared spectroscopy (fNIRS) study

(2021) Xiaohong Allison Lin et al.   BRAIN AND COGNITION

Communication in action: Planning and interpreting communicative demonstrations.

(2021) Mark K. Ho et al.   JOURNAL OF EXPERIMENTAL PSYCHOLOGY-GENERAL

The neural correlates of referential communication: Taking advantage of sparse-sampling fMRI to study verbal communication with a real interaction partner

(2021) Amélie M. Achim et al.   BRAIN AND COGNITION

The computational challenge of social learning

(2021) Oriel FeldmanHall et al.   TRENDS IN COGNITIVE SCIENCES

Generating Options and Choosing Between Them Depend on Distinct Forms of Value Representation

(2021) Adam Morris et al.   PSYCHOLOGICAL SCIENCE

Moral dynamics: Grounding moral judgment in intuitive physics and intuitive psychology

(2021) Felix A. Sosa et al.   COGNITION

Emotion as Information in Early Social Learning

(2021) Yang Wu et al.   CURRENT DIRECTIONS IN PSYCHOLOGICAL SCIENCE

Discovery of hierarchical representations for efficient planning

(2020) Momchil S. Tomov et al.   PLoS Computational Biology

Mastering Atari, Go, chess and shogi by planning with a learned model

(2020) Julian Schrittwieser et al.   NATURE

You took the words right out of my mouth: Dual-fMRI reveals intra- and inter-personal neural processes supporting verbal interaction.

(2020) M. Salazar et al.   NEUROIMAGE

Optimizing the depth and the direction of prospective planning using information values

(2019) Can Eren Sezener et al.   PLoS Computational Biology

Habits without values.

(2019) Kevin J. Miller et al.   PSYCHOLOGICAL REVIEW

Rationalization is rational

(2019) Fiery Cushman   BEHAVIORAL AND BRAIN SCIENCES

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

(2019) Sophie Bridgers et al.   Nature Human Behaviour

The value of abstraction

(2019) Mark K Ho et al.   Current Opinion in Behavioral Sciences

Giving others the option of choice: An fMRI study on low-cost cooperation

(2018) Imke L.J. Lemmers-Jansen et al.   NEUROPSYCHOLOGIA

Modeling the Predictive Social Mind

(2018) Diana I. Tamir et al.   TRENDS IN COGNITIVE SCIENCES

Prioritized memory access explains planning and hippocampal replay

(2018) Marcelo G. Mattar et al.   NATURE NEUROSCIENCE

Dehumanization increases instrumental violence, but not moral violence

(2017) Tage S. Rai et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Psychology of Habit

(2016) Wendy Wood et al.   Annual Review of Psychology

Building machines that learn and think like people

(2016) Brenden M. Lake et al.   BEHAVIORAL AND BRAIN SCIENCES

Third-party punishment as a costly signal of trustworthiness

(2016) Jillian J. Jordan et al.   NATURE

Neural Mechanisms of Hierarchical Planning in a Virtual Subway Network

(2016) Jan Balaguer et al.   NEURON

Adaptive integration of habits into depth-limited planning defines a habitual-goal–directed spectrum

(2016) Mehdi Keramati et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Pragmatic Language Interpretation as Probabilistic Inference

(2016) Noah D. Goodman et al.   TRENDS IN COGNITIVE SCIENCES

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Habitual control of goal selection in humans

(2015) Fiery Cushman et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Evidence integration in model-based tree search

(2015) Alec Solway et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Interplay of approximate planning strategies

(2015) Quentin J. M. Huys et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The reputation of punishers

(2015) Nichola J. Raihani et al.   TRENDS IN ECOLOGY & EVOLUTION

A rational account of pedagogical reasoning: Teaching by, and learning from, examples

(2014) Patrick Shafto et al.   COGNITIVE PSYCHOLOGY

The algorithmic anatomy of model-based evaluation

(2014) N. D. Daw et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Nonliteral understanding of number words

(2014) J. T. Kao et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Models of morality

(2013) Molly J. Crockett   TRENDS IN COGNITIVE SCIENCES

Habits, action sequences and reinforcement learning

(2012) Amir Dezfouli et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Bonsai Trees in Your Head: How the Pavlovian System Sculpts Goal-Directed Choices by Pruning Decision Trees

(2012) Quentin J. M. Huys et al.   PLoS Computational Biology

Ventral Striatum and Orbitofrontal Cortex Are Both Required for Model-Based, But Not Model-Free, Reinforcement Learning

(2011) M. A. McDannald et al.   JOURNAL OF NEUROSCIENCE

An fMRI study of violations of social expectations: When people are not who we expect them to be

(2011) J. Cloutier et al.   NEUROIMAGE

Model-Based Influences on Humans' Choices and Striatal Prediction Errors

(2011) Nathaniel D. Daw et al.   NEURON

Disruption of the right temporoparietal junction with transcranial magnetic stimulation reduces the role of beliefs in moral judgments

(2010) L. Young et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Reinforcement learning: The Good, The Bad and The Ugly

(2008) Peter Dayan et al.   CURRENT OPINION IN NEUROBIOLOGY