How to build a cognitive map

JCR Whittington, D McCaffary, JJW Bakermans… - Nature …, 2022 - nature.com
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 …

What is a cognitive map? Organizing knowledge for flexible behavior

TEJ Behrens, TH Muller, JCR Whittington, S Mark… - Neuron, 2018 - cell.com
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 …

Medial and orbital frontal cortex in decision-making and flexible behavior

MC Klein-Flügge, A Bongioanni, MFS Rushworth - Neuron, 2022 - cell.com
The medial frontal cortex and adjacent orbitofrontal cortex have been the focus of
investigations of decision-making, behavioral flexibility, and social behavior. We review …

Structuring knowledge with cognitive maps and cognitive graphs

M Peer, IK Brunec, NS Newcombe… - Trends in cognitive …, 2021 - cell.com
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 …

Navigating cognition: Spatial codes for human thinking

JLS Bellmund, P Gärdenfors, EI Moser, CF Doeller - Science, 2018 - science.org
BACKGROUND Ever since Edward Tolman's proposal that comprehensive cognitive maps
underlie spatial navigation and, more generally, psychological functions, the question of …

The self in context: brain systems linking mental and physical health

L Koban, PJ Gianaros, H Kober… - Nature Reviews …, 2021 - nature.com
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 …

Prefrontal cortex as a meta-reinforcement learning system

JX Wang, Z Kurth-Nelson, D Kumaran, D Tirumala… - Nature …, 2018 - nature.com
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 …

Frontal cortex and the hierarchical control of behavior

D Badre, DE Nee - Trends in cognitive sciences, 2018 - cell.com
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 …

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 …

A goal-centric outlook on learning

G Molinaro, AGE Collins - Trends in Cognitive Sciences, 2023 - cell.com
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 …