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Chapter 1 - Actions and Habits: Psychological Issues in Dual-System Theory
Anthony Dickinson and Omar D. Pérez
Pages 1-25 - Book chapterAbstract only
Chapter 2 - Instrumental Divergence and Goal-Directed Choice
Mimi Liljeholm
Pages 27-48 - Book chapterAbstract only
Chapter 3 - The Temporal Dynamics of Reward-Based Goal-Directed Decision-Making
Alec Solway and Matthew M. Botvinick
Pages 49-66 - Book chapterAbstract only
Chapter 4 - Case-Based Decision Neuroscience: Economic Judgment by Similarity
Rahul Bhui
Pages 67-103 - Book chapterAbstract only
Chapter 5 - Learning Structures Through Reinforcement
Anne G.E. Collins
Pages 105-123 - Book chapterAbstract only
Chapter 6 - Goal-Directed Sequences in the Hippocampus
Brandy Schmidt, Andrew M. Wikenheiser and A. David Redish
Pages 125-151 - Book chapterAbstract only
Chapter 7 - Competition and Cooperation Between Multiple Reinforcement Learning Systems
Wouter Kool, Fiery A. Cushman and Samuel J. Gershman
Pages 153-178 - Book chapterAbstract only
Chapter 8 - Cortical Determinants of Goal-Directed Behavior
Etienne Coutureau and Shauna L. Parkes
Pages 179-197 - Book chapterAbstract only
Chapter 9 - Distinct Functional Microcircuits in the Nucleus Accumbens Underlying Goal-Directed Decision-Making
Elizabeth A. West, Travis M. Moschak and Regina M. Carelli
Pages 199-219 - Book chapterAbstract only
Chapter 10 - Studying Integrative Processing and Prospected Plasticity in Cholinergic Interneurons: The Importance of Pavlovian–Instrumental Transfer
Jesus Bertran-Gonzalez and Vincent Laurent
Pages 221-241 - Book chapterAbstract only
Chapter 11 - Does the Dopaminergic Error Signal Act Like a Cached-Value Prediction Error?
Melissa J. Sharpe and Geoffrey Schoenbaum
Pages 243-258 - Book chapterAbstract only
Chapter 12 - A State Representation for Reinforcement Learning and Decision-Making in the Orbitofrontal Cortex
Nicolas W. Schuck, Robert Wilson and Yael Niv
Pages 259-278 - Book chapterAbstract only
Chapter 13 - The Development of Goal-Directed Decision-Making
Hillary A. Raab and Catherine A. Hartley
Pages 279-308 - Book chapterAbstract only
Chapter 14 - Social Learning: Emotions Aid in Optimizing Goal-Directed Social Behavior
Oriel FeldmanHall and Luke J. Chang
Pages 309-330 - Book chapterAbstract only
Chapter 15 - The Balance Between Goal-Directed and Habitual Action Control in Disorders of Compulsivity
Sanne de Wit
Pages 331-365 - Book chapterAbstract only
Chapter 16 - Drug Addiction: Augmented Habit Learning or Failure of Goal-Directed Control?
Teri M. Furlong and Laura H. Corbit
Pages 367-386 - Book chapterAbstract only
Chapter 17 - Goal-Directed Deficits in Schizophrenia
Richard W. Morris
Pages 387-406 - Book chapterAbstract only
Chapter 18 - Realigning Models of Habitual and Goal-Directed Decision-Making
Kevin J. Miller, Elliot A. Ludvig, ... Amitai Shenhav
Pages 407-428 - Book chapterAbstract only
Chapter 19 - The Motivation of Action and the Origins of Reward
Bernard W. Balleine
Pages 429-455 - Book chapterNo access
Index
Pages 457-468
About the book
Description
Goal-Directed Decision Making: Computations and Neural Circuits examines the role of goal-directed choice. It begins with an examination of the computations performed by associated circuits, but then moves on to in-depth examinations on how goal-directed learning interacts with other forms of choice and response selection. This is the only book that embraces the multidisciplinary nature of this area of decision-making, integrating our knowledge of goal-directed decision-making from basic, computational, clinical, and ethology research into a single resource that is invaluable for neuroscientists, psychologists and computer scientists alike.
The book presents discussions on the broader field of decision-making and how it has expanded to incorporate ideas related to flexible behaviors, such as cognitive control, economic choice, and Bayesian inference, as well as the influences that motivation, context and cues have on behavior and decision-making.
Goal-Directed Decision Making: Computations and Neural Circuits examines the role of goal-directed choice. It begins with an examination of the computations performed by associated circuits, but then moves on to in-depth examinations on how goal-directed learning interacts with other forms of choice and response selection. This is the only book that embraces the multidisciplinary nature of this area of decision-making, integrating our knowledge of goal-directed decision-making from basic, computational, clinical, and ethology research into a single resource that is invaluable for neuroscientists, psychologists and computer scientists alike.
The book presents discussions on the broader field of decision-making and how it has expanded to incorporate ideas related to flexible behaviors, such as cognitive control, economic choice, and Bayesian inference, as well as the influences that motivation, context and cues have on behavior and decision-making.
Key Features
- Details the neural circuits functionally involved in goal-directed decision-making and the computations these circuits perform
- Discusses changes in goal-directed decision-making spurred by development and disorders, and within real-world applications, including social contexts and addiction
- Synthesizes neuroscience, psychology and computer science research to offer a unique perspective on the central and emerging issues in goal-directed decision-making
- Details the neural circuits functionally involved in goal-directed decision-making and the computations these circuits perform
- Discusses changes in goal-directed decision-making spurred by development and disorders, and within real-world applications, including social contexts and addiction
- Synthesizes neuroscience, psychology and computer science research to offer a unique perspective on the central and emerging issues in goal-directed decision-making
Details
ISBN
978-0-12-812098-9
Language
English
Published
2019
Copyright
Copyright © 2019 Elsevier Inc. All rights reserved.
Imprint
Academic Press