Cover for Goal-Directed Decision Making

Goal-Directed Decision Making

Computations and Neural Circuits

Book2019

Edited by:

Richard Morris, Aaron Bornstein and Amitai Shenhav

Goal-Directed Decision Making

Computations and Neural Circuits

Book2019

 

Cover for Goal-Directed Decision Making

Edited by:

Richard Morris, Aaron Bornstein and Amitai Shenhav

About the book

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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 ... read full description

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  1. Full text access
  2. Book chapterAbstract only

    Chapter 1 - Actions and Habits: Psychological Issues in Dual-System Theory

    Anthony Dickinson and Omar D. Pérez

    Pages 1-25

  3. Book chapterAbstract only

    Chapter 2 - Instrumental Divergence and Goal-Directed Choice

    Mimi Liljeholm

    Pages 27-48

  4. Book chapterAbstract only

    Chapter 3 - The Temporal Dynamics of Reward-Based Goal-Directed Decision-Making

    Alec Solway and Matthew M. Botvinick

    Pages 49-66

  5. Book chapterAbstract only

    Chapter 4 - Case-Based Decision Neuroscience: Economic Judgment by Similarity

    Rahul Bhui

    Pages 67-103

  6. Book chapterAbstract only

    Chapter 5 - Learning Structures Through Reinforcement

    Anne G.E. Collins

    Pages 105-123

  7. Book chapterAbstract only

    Chapter 6 - Goal-Directed Sequences in the Hippocampus

    Brandy Schmidt, Andrew M. Wikenheiser and A. David Redish

    Pages 125-151

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    Chapter 7 - Competition and Cooperation Between Multiple Reinforcement Learning Systems

    Wouter Kool, Fiery A. Cushman and Samuel J. Gershman

    Pages 153-178

  9. Book chapterAbstract only

    Chapter 8 - Cortical Determinants of Goal-Directed Behavior

    Etienne Coutureau and Shauna L. Parkes

    Pages 179-197

  10. 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

  11. 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

  12. 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

  13. 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

  14. Book chapterAbstract only

    Chapter 13 - The Development of Goal-Directed Decision-Making

    Hillary A. Raab and Catherine A. Hartley

    Pages 279-308

  15. Book chapterAbstract only

    Chapter 14 - Social Learning: Emotions Aid in Optimizing Goal-Directed Social Behavior

    Oriel FeldmanHall and Luke J. Chang

    Pages 309-330

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    Chapter 15 - The Balance Between Goal-Directed and Habitual Action Control in Disorders of Compulsivity

    Sanne de Wit

    Pages 331-365

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    Chapter 16 - Drug Addiction: Augmented Habit Learning or Failure of Goal-Directed Control?

    Teri M. Furlong and Laura H. Corbit

    Pages 367-386

  18. Book chapterAbstract only

    Chapter 17 - Goal-Directed Deficits in Schizophrenia

    Richard W. Morris

    Pages 387-406

  19. 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

  20. Book chapterAbstract only

    Chapter 19 - The Motivation of Action and the Origins of Reward

    Bernard W. Balleine

    Pages 429-455

  21. 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

Editors

Richard Morris

Aaron Bornstein

Amitai Shenhav