Learning, Action, Inference and Neuromodulation

P. Dayan; N. D. Daw; Y. Niv

doi:10.1016/B978-008045046-9.01415-7

Learning, Action, Inference and Neuromodulation

P. Dayan
, N. D. Daw
, Y. Niv

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Abstract

Neuromodulators such as dopamine, serotonin, norepinephrine, and acetylcholine play a critical role in controlling the learning about the association between stimuli and actions and rewards and punishments, and also in regulating the way that networks process information and effect decisions. Precise characterization of at least one part of their function in these respects comes from theories originating in statistics, operations research, and engineering, and computational theory ties together neural, psychological, ethological, and even economic notions.

Original language	English (US)
Title of host publication	Encyclopedia of Neuroscience
Subtitle of host publication	Volumes 1-11
Publisher	Elsevier
Pages	V6-455-V6-462
Volume	6
ISBN (Electronic)	9780080450469
ISBN (Print)	9780080446172
DOIs	https://doi.org/10.1016/B978-008045046-9.01415-7
State	Published - Jan 1 2009

All Science Journal Classification (ASJC) codes

General Medicine
General Neuroscience

Keywords

Acetylcholine
Classical conditioning
Dopamine
Forward model
Instrumental conditioning
Kalman filter
Neuromodulation
Norepinephrine
Prediction
Reinforcement learning
Serotonin

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10.1016/B978-008045046-9.01415-7

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AU - Daw, N. D.

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KW - Classical conditioning

KW - Dopamine

KW - Forward model

KW - Instrumental conditioning

KW - Kalman filter

KW - Neuromodulation

KW - Norepinephrine

KW - Prediction

KW - Reinforcement learning

KW - Serotonin

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SP - V6-455-V6-462

BT - Encyclopedia of Neuroscience

PB - Elsevier

ER -

Learning, Action, Inference and Neuromodulation

Abstract

All Science Journal Classification (ASJC) codes

Keywords

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