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

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Hippocampal place-cell sequences depict future paths to remembered goals

(2013) Brad E. Pfeiffer et al.   NATURE

Multistability and Perceptual Inference

(2011) Samuel J. Gershman et al.   NEURAL COMPUTATION

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

(2011) Nathaniel D. Daw et al.   NEURON

How to Grow a Mind: Statistics, Structure, and Abstraction

(2011) J. B. Tenenbaum et al.   SCIENCE

Neural Dynamics as Sampling: A Model for Stochastic Computation in Recurrent Networks of Spiking Neurons

(2011) Lars Buesing et al.   PLoS Computational Biology

Speed/Accuracy Trade-Off between the Habitual and the Goal-Directed Processes

(2011) Mehdi Keramati et al.   PLoS Computational Biology

Prefrontal cortex, cognitive control, and the registration of decision costs

(2010) Joseph T. McGuire et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Rational approximations to rational models: Alternative algorithms for category learning.

(2010) Adam N. Sanborn et al.   PSYCHOLOGICAL REVIEW