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How to build a cognitive map
Learning and interpreting the structure of the environment is an innate feature of biological
systems, and is integral to guiding flexible behaviors for evolutionary viability. The concept of …
systems, and is integral to guiding flexible behaviors for evolutionary viability. The concept of …
What is a cognitive map? Organizing knowledge for flexible behavior
It is proposed that a cognitive map encoding the relationships between entities in the world
supports flexible behavior, but the majority of the neural evidence for such a system comes …
supports flexible behavior, but the majority of the neural evidence for such a system comes …
Structuring knowledge with cognitive maps and cognitive graphs
Humans and animals use mental representations of the spatial structure of the world to
navigate. The classical view is that these representations take the form of Euclidean …
navigate. The classical view is that these representations take the form of Euclidean …
Medial and orbital frontal cortex in decision-making and flexible behavior
The medial frontal cortex and adjacent orbitofrontal cortex have been the focus of
investigations of decision-making, behavioral flexibility, and social behavior. We review …
investigations of decision-making, behavioral flexibility, and social behavior. We review …
Navigating cognition: Spatial codes for human thinking
BACKGROUND Ever since Edward Tolman's proposal that comprehensive cognitive maps
underlie spatial navigation and, more generally, psychological functions, the question of …
underlie spatial navigation and, more generally, psychological functions, the question of …
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 …
The self in context: brain systems linking mental and physical health
Increasing evidence suggests that mental health and physical health are linked by neural
systems that jointly regulate somatic physiology and high-level cognition. Key systems …
systems that jointly regulate somatic physiology and high-level cognition. Key systems …
Frontal cortex and the hierarchical control of behavior
The frontal lobes are important for cognitive control, yet their functional organization remains
controversial. An influential class of theory proposes that the frontal lobes are organized …
controversial. An influential class of theory proposes that the frontal lobes are organized …
A goal-centric outlook on learning
Goals play a central role in human cognition. However, computational theories of learning
and decision-making often take goals as given. Here, we review key empirical findings …
and decision-making often take goals as given. Here, we review key empirical findings …
Learning task-state representations
Y Niv - Nature neuroscience, 2019 - nature.com
Arguably, the most difficult part of learning is deciding what to learn about. Should I
associate the positive outcome of safely completing a street-crossing with the situation 'the …
associate the positive outcome of safely completing a street-crossing with the situation 'the …