Resource-rational decision making

A theory of learning to infer.

(2020) Ishita Dasgupta et al.   PSYCHOLOGICAL REVIEW

Rationally inattentive intertemporal choice

(2020) Samuel J. Gershman et al.   Nature Communications

Resource-rational analysis: understanding human cognition as the optimal use of limited computational resources

(2019) Falk Lieder et al.   BEHAVIORAL AND BRAIN SCIENCES

An information-theoretic perspective on the costs of cognition

(2018) Zénon Alexandre et al.   NEUROPSYCHOLOGIA

Efficient coding of subjective value

(2018) Rafael Polanía et al.   NATURE NEUROSCIENCE

Decision by sampling implements efficient coding of psychoeconomic functions.

(2018) Rahul Bhui et al.   PSYCHOLOGICAL REVIEW

Reference-point centering and range-adaptation enhance human reinforcement learning at the cost of irrational preferences

(2018) Sophie Bavard et al.   Nature Communications

Normalized value coding explains dynamic adaptation in the human valuation process

(2017) Mel W. Khaw et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Lawful relation between perceptual bias and discriminability

(2017) Xue-Xin Wei et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Optimal coding and neuronal adaptation in economic decisions

(2017) Aldo Rustichini et al.   Nature Communications

Mutual Information, Fisher Information, and Efficient Coding

(2016) Xue-Xin Wei et al.   NEURAL COMPUTATION

Neural processes mediating contextual influences on human choice behaviour

(2016) Francesco Rigoli et al.   Nature Communications

A Bayesian model of context-sensitive value attribution

(2016) Francesco Rigoli et al.   eLife

Computational rationality: A converging paradigm for intelligence in brains, minds, and machines

(2015) S. J. Gershman et al.   SCIENCE

INFORMATIONAL CONSTRAINTS-DRIVEN ORGANIZATION IN GOAL-DIRECTED BEHAVIOR

(2013) SANDER G. VAN DIJK et al.   ADVANCES IN COMPLEX SYSTEMS

Value representations by rank order in a distributed network of varying context dependency

(2013) Timothy L. Mullett et al.   BRAIN AND COGNITION

Normalization is a general neural mechanism for context-dependent decision making

(2013) K. Louie et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Thermodynamics as a theory of decision-making with information-processing costs

(2013) P. A. Ortega et al.   PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Efficient coding and the neural representation of value

(2012) Kenway Louie et al.   Annals of the New York Academy of Sciences

Value normalization in decision making: theory and evidence

(2012) Antonio Rangel et al.   CURRENT OPINION IN NEUROBIOLOGY

Predicting Pragmatic Reasoning in Language Games

(2012) M. C. Frank et al.   SCIENCE

An information-theoretic approach to curiosity-driven reinforcement learning

(2012) Susanne Still et al.   THEORY IN BIOSCIENCES

A Range-Normalization Model of Context-Dependent Choice: A New Model and Evidence

(2012) Alireza Soltani et al.   PLoS Computational Biology

Reward Value-Based Gain Control: Divisive Normalization in Parietal Cortex

(2011) K. Louie et al.   JOURNAL OF NEUROSCIENCE

Normalization as a canonical neural computation

(2011) Matteo Carandini et al.   NATURE REVIEWS NEUROSCIENCE

Dependency Reduction with Divisive Normalization: Justification and Effectiveness

(2011) Siwei Lyu   NEURAL COMPUTATION

Nonlinear Extraction of Independent Components of Natural Images Using Radial Gaussianization

(2009) Siwei Lyu et al.   NEURAL COMPUTATION

Noise in the nervous system

(2008) A. Aldo Faisal et al.   NATURE REVIEWS NEUROSCIENCE