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 …

Ten simple rules for the computational modeling of behavioral data

RC Wilson, AGE Collins - Elife, 2019 - elifesciences.org
Computational modeling of behavior has revolutionized psychology and neuroscience. By
fitting models to experimental data we can probe the algorithms underlying behavior, find …

Towards a neuroscience of active sampling and curiosity

J Gottlieb, PY Oudeyer - Nature Reviews Neuroscience, 2018 - nature.com
In natural behaviour, animals actively interrogate their environments using endogenously
generated 'question-and-answer'strategies. However, in laboratory settings participants …

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 …

[HTML][HTML] Vagus nerve stimulation drives selective circuit modulation through cholinergic reinforcement

S Bowles, J Hickman, X Peng, WR Williamson… - Neuron, 2022 - cell.com
Vagus nerve stimulation (VNS) is a neuromodulation therapy for a broad and expanding set
of neurologic conditions. However, the mechanism through which VNS influences central …

Paying attention to attention in depression

AS Keller, JE Leikauf, B Holt-Gosselin… - Translational …, 2019 - nature.com
Attention is the gate through which sensory information enters our conscious experiences.
Oftentimes, patients with major depressive disorder (MDD) complain of concentration …

Enhancing attentional control: lessons from action video games

D Bavelier, CS Green - Neuron, 2019 - cell.com
The possibility of leveraging video games for enhancing behavior and brain function has led
to an emerging new field situated at the crossroads of cognitive neuroscience, health …

Beyond dichotomies in reinforcement learning

AGE Collins, J Cockburn - Nature Reviews Neuroscience, 2020 - nature.com
Reinforcement learning (RL) is a framework of particular importance to psychology,
neuroscience and machine learning. Interactions between these fields, as promoted through …

People construct simplified mental representations to plan

MK Ho, D Abel, CG Correa, ML Littman, JD Cohen… - Nature, 2022 - nature.com
One of the most striking features of human cognition is the ability to plan. Two aspects of
human planning stand out—its efficiency and flexibility. Efficiency is especially impressive …

Reinforcement learning across development: What insights can we draw from a decade of research?

K Nussenbaum, CA Hartley - Developmental cognitive neuroscience, 2019 - Elsevier
The past decade has seen the emergence of the use of reinforcement learning models to
study developmental change in value-based learning. It is unclear, however, whether these …