The minority report: some common assumptions to reconsider in the modelling of the brain and behaviour

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

The problem of multimodal concurrent serial order in behavior

(2015) Oren Kolodny et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Curiosity

(2014) Qiong Wu et al.   ACM COMPUTING SURVEYS

The Beauty of the Network in the Brain and the Origin of the Mind in the Control of Behavior

(2014) M. Heisenberg   JOURNAL OF NEUROGENETICS

The evolution of continuous learning of the structure of the environment

(2014) O. Kolodny et al.   Journal of the Royal Society Interface

Basal ganglia subcircuits distinctively encode the parsing and concatenation of action sequences

(2014) Xin Jin et al.   NATURE NEUROSCIENCE

The Neural Network Underlying Incentive-Based Learning: Implications for Interpreting Circuit Disruptions in Psychiatric Disorders

(2014) Suzanne N. Haber et al.   NEURON

Toward a Science of Computational Ethology

(2014) David J. Anderson et al.   NEURON

From Cognitive Maps to Cognitive Graphs

(2014) Elizabeth R. Chrastil et al.   PLoS One

Performance-optimized hierarchical models predict neural responses in higher visual cortex

(2014) D. L. K. Yamins et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Prefrontal–parietal function: from foraging to foresight

(2014) Aldo Genovesio et al.   TRENDS IN COGNITIVE SCIENCES

Attention as an effect not a cause

(2014) Richard J. Krauzlis et al.   TRENDS IN COGNITIVE SCIENCES

Vision, Reanimated and Reimagined

(2013) Shimon Edelman   PERCEPTION

Indirection and symbol-like processing in the prefrontal cortex and basal ganglia

(2013) T. Kriete et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Information-seeking, curiosity, and attention: computational and neural mechanisms

(2013) Jacqueline Gottlieb et al.   TRENDS IN COGNITIVE SCIENCES

An intrinsic value system for developing multiple invariant representations with incremental slowness learning

(2013) Matthew Luciw et al.   Frontiers in Neurorobotics

Neural Basis of Reinforcement Learning and Decision Making

(2012) Daeyeol Lee et al.   Annual Review of Neuroscience

Reinforcement learning in young adults with developmental language impairment

(2012) Joanna C. Lee et al.   BRAIN AND LANGUAGE

Early gray-matter and white-matter concentration in infancy predict later language skills: A whole brain voxel-based morphometry study

(2012) Dilara Deniz Can et al.   BRAIN AND LANGUAGE

Thalamocortical interactions

(2012) S Murray Sherman   CURRENT OPINION IN NEUROBIOLOGY

Making decisions through a distributed consensus

(2012) Paul Cisek   CURRENT OPINION IN NEUROBIOLOGY

The ubiquity of model-based reinforcement learning

(2012) Bradley B Doll et al.   CURRENT OPINION IN NEUROBIOLOGY

Learning to represent reward structure: A key to adapting to complex environments

(2012) Hiroyuki Nakahara et al.   NEUROSCIENCE RESEARCH

Multiplicity of control in the basal ganglia: computational roles of striatal subregions

(2011) Aaron M Bornstein et al.   CURRENT OPINION IN NEUROBIOLOGY

Shifting Responsibly: The Importance of Striatal Modularity to Reinforcement Learning in Uncertain Environments

(2011) Ken-ichi Amemori et al.   Frontiers in Human Neuroscience

Functional properties of the basal ganglia's re-entrant loop architecture: selection and reinforcement

(2011) P. Redgrave et al.   NEUROSCIENCE

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

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

Thalamic pathways for active vision

(2011) Robert H. Wurtz et al.   TRENDS IN COGNITIVE SCIENCES

Causal Learning and Inference as a Rational Process: The New Synthesis

(2010) Keith J. Holyoak et al.   Annual Review of Psychology

Performance of human groups in social foraging: the role of communication in consensus decision making

(2010) A. J. King et al.   Biology Letters

Sex differences in mushroom gathering: men expend more energy to obtain equivalent benefits

(2010) Luis Pacheco-Cobos et al.   EVOLUTION AND HUMAN BEHAVIOR

Twitter evolution: converging mechanisms in birdsong and human speech

(2010) Johan J. Bolhuis et al.   NATURE REVIEWS NEUROSCIENCE

Goal-directed and habitual control in the basal ganglia: implications for Parkinson's disease

(2010) Peter Redgrave et al.   NATURE REVIEWS NEUROSCIENCE

Hypothesis-driven structural connectivity analysis supports network over hierarchical model of brain architecture

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

Current Perspectives on the Biological Study of Play: Signs of Progress

(2010) Kerrie Lewis Graham et al.   QUARTERLY REVIEW OF BIOLOGY

General cognitive principles for learning structure in time and space

(2010) Michael H. Goldstein et al.   TRENDS IN COGNITIVE SCIENCES

Switching from automatic to controlled behavior: cortico-basal ganglia mechanisms

(2010) Okihide Hikosaka et al.   TRENDS IN COGNITIVE SCIENCES

Two views of brain function

(2010) Marcus E. Raichle   TRENDS IN COGNITIVE SCIENCES

Intrinsically Motivated Reinforcement Learning: An Evolutionary Perspective

(2010) Satinder Singh et al.   IEEE Transactions on Autonomous Mental Development

Situated sentence processing: The coordinated interplay account and a neurobehavioral model

(2009) Matthew W. Crocker et al.   BRAIN AND LANGUAGE

Reinforcement learning in the brain

(2009) Yael Niv   JOURNAL OF MATHEMATICAL PSYCHOLOGY

Hippocampal Replay of Extended Experience

(2009) Thomas J. Davidson et al.   NEURON

The ventral basal ganglia, a selection mechanism at the crossroads of space, strategy, and reward.

(2009) Mark D. Humphries et al.   PROGRESS IN NEUROBIOLOGY

Habits, Rituals, and the Evaluative Brain

(2008) Ann M. Graybiel   Annual Review of Neuroscience

Synaptic plasticity in the basal ganglia

(2008) Jeffery R. Wickens   BEHAVIOURAL BRAIN RESEARCH

Neurocomputational models of basal ganglia function in learning, memory and choice

(2008) Michael X. Cohen et al.   BEHAVIOURAL BRAIN RESEARCH

Cognitive control, hierarchy, and the rostro–caudal organization of the frontal lobes

(2008) David Badre   TRENDS IN COGNITIVE SCIENCES

Hierarchical models of behavior and prefrontal function

(2008) Matthew M. Botvinick   TRENDS IN COGNITIVE SCIENCES