Reinforcement learning, fast and slow
Deep reinforcement learning (RL) methods have driven impressive advances in artificial
intelligence in recent years, exceeding human performance in domains ranging from Atari to …
intelligence in recent years, exceeding human performance in domains ranging from Atari to …
[HTML][HTML] The expected value of control: an integrative theory of anterior cingulate cortex function
The dorsal anterior cingulate cortex (dACC) has a near-ubiquitous presence in the
neuroscience of cognitive control. It has been implicated in a diversity of functions, from …
neuroscience of cognitive control. It has been implicated in a diversity of functions, from …
Building machines that learn and think like people
Recent progress in artificial intelligence has renewed interest in building systems that learn
and think like people. Many advances have come from using deep neural networks trained …
and think like people. Many advances have come from using deep neural networks trained …
Experimental and theoretical approaches to conscious processing
S Dehaene, JP Changeux - Neuron, 2011 - cell.com
Recent experimental studies and theoretical models have begun to address the challenge of
establishing a causal link between subjective conscious experience and measurable …
establishing a causal link between subjective conscious experience and measurable …
[CITATION][C] Consciousness and the Brain: Deciphering How the Brain Codes Our Thoughts
S Dehaene - 2014 - books.google.com
WINNER OF THE 2014 BRAIN PRIZE From the acclaimed author of Reading in the Brain
and How We Learn, a breathtaking look at the new science that can track consciousness …
and How We Learn, a breathtaking look at the new science that can track consciousness …
Executive function in preschoolers: a review using an integrative framework.
N Garon, SE Bryson, IM Smith - Psychological bulletin, 2008 - psycnet.apa.org
During the last 2 decades, major advances have been made in understanding the
development of executive functions (EFs) in early childhood. This article reviews the EF …
development of executive functions (EFs) in early childhood. This article reviews the EF …
Prefrontal cortex as a meta-reinforcement learning system
Over the past 20 years, neuroscience research on reward-based learning has converged on
a canonical model, under which the neurotransmitter dopamine 'stamps in'associations …
a canonical model, under which the neurotransmitter dopamine 'stamps in'associations …
Future directions in childhood adversity and youth psychopathology
KA McLaughlin - Future work in clinical child and adolescent …, 2018 - taylorfrancis.com
Despite long-standing interest in the influence of adverse early experiences on mental
health, systematic scientific inquiry into childhood adversity and developmental outcomes …
health, systematic scientific inquiry into childhood adversity and developmental outcomes …
Event perception: a mind-brain perspective.
People perceive and conceive of activity in terms of discrete events. Here the authors
propose a theory according to which the perception of boundaries between events arises …
propose a theory according to which the perception of boundaries between events arises …
Making working memory work: a computational model of learning in the prefrontal cortex and basal ganglia
RC O'Reilly, MJ Frank - Neural computation, 2006 - direct.mit.edu
The prefrontal cortex has long been thought to subserve both working memory (the holding
of information online for processing) and executive functions (deciding how to manipulate …
of information online for processing) and executive functions (deciding how to manipulate …