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Goal-Directed Decision Making

Computations and Neural Circuits

Specificaties
Paperback, blz. | Engels
Elsevier Science | e druk, 2018
ISBN13: 9780128120989
Rubricering
Elsevier Science e druk, 2018 9780128120989
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Samenvatting

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.

Specificaties

ISBN13:9780128120989
Taal:Engels
Bindwijze:Paperback

Inhoudsopgave

<p>1. Actions and Habits: Psychological Issues in Dual Process Theory</p> <p>Computations<br>2. Instrumental Divergence and Goal-Directed Choice<br>3. Temporal Dynamics of Goal-Directed Decision Making<br>4. Episodic Memory Influences on Goal-Directed Decision Making<br>5. Structure Learning<br>6. Simulation and Evaluation in Deliberative Decision Making<br>7. Competition and Cooperation between Multiple RL Systems</p> <p>Neuroscience<br>8. Cortical Determinants of Goal-Directed Action<br>9. Distinct Functional Microcircuits in the Nucleus Accumbens Underlying Goal-Directed Decision Making<br>10. Striatal Cholinergic Interneurons and Goal-Directed Learning<br>11. Dopaminergic Prediction Errors and the Acquisition of Model-Based Behavior<br>12. The Role of the Orbitofrontal Cortex in Reinforcement Learning and Goal-Directed Decision Making</p> <p>Applications<br>13. The Development of Goal-Directed Decision Making<br>14. Social Behavior<br>15. Goal-Directed Deficits in Psychosis<br>16. Goal-Directed Action in Disorders of Compulsivity<br>17. Drug Addiction: Augmented Habit Learning or Failure of Goal-Directed Control?<br>18. Alpha-Go</p> <p>Open Questions<br>19. Realigning Models of Habitual and Goal-Directed Decision Making<br>20. Motivations of Action and Reward</p>

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        Goal-Directed Decision Making