Goal-directed decision making : computations and neural circuits /: computations and neural circuits. ([2018])
- Record Type:
- Book
- Title:
- Goal-directed decision making : computations and neural circuits /: computations and neural circuits. ([2018])
- Main Title:
- Goal-directed decision making : computations and neural circuits
- Further Information:
- Note: Edited by Richard Morris, Aaron Bornstein, Amitai Shenhav.
- Editors:
- Morris, Richard
Bornstein, Aaron
Shenhav, Amitai - Contents:
- Front Cover; Goal-Directed Decision Making; Goal-Directed Decision Making: Computations and Neural Circuits; Copyright; CONTENTS; CONTRIBUTORS; PREFACE; 1 -- Actions and Habits: Psychological Issues in Dual-System Theory; DESIRE CRITERION; BELIEF CRITERION; HABITS; The motivation of habits; Outcome expectations and habits; DUAL-SYSTEM THEORIES OF INSTRUMENTAL LEARNING; Rate correlational theory; Ratio and interval training; Extended training; Choice training; Avoidance; System integration; LOOKING TO THE FUTURE; APPENDIX: SIMULATION OF RATE CORRELATION DUAL-SYSTEM THEORY; REFERENCES 2 -- Instrumental Divergence and Goal-Directed ChoiceINTRODUCTION; AN INFORMATION-THEORETIC FORMALIZATION OF INSTRUMENTAL DIVERGENCE; NEURAL CORRELATES OF INSTRUMENTAL DIVERGENCE; INSTRUMENTAL DIVERGENCE AND THE INTRINSIC UTILITY OF CONTROL; INSTRUMENTAL DIVERGENCE AS A BOUNDARY CONDITION ON GOAL-DIRECTEDNESS; OPEN QUESTIONS AND CONCLUDING REMARKS; ACKNOWLEDGMENTS; REFERENCES; 3 -- The Temporal Dynamics of Reward-Based Goal-Directed Decision-Making; THE DRIFT-DIFFUSION MODEL; SIMPLE BINARY CHOICE; MULTISTEP DRIFT-DIFFUSION MODELS; A BAYESIAN PERSPECTIVE ON MULTISTEP CHOICE; CONCLUDING REMARKS HOW CAN WE EXAMINE EPISODIC FUTURE THINKING/MENTAL TIME TRAVEL?OPEN QUESTIONS; How are sequences generated?; How much do sequences improve/increase/predict planning?; Can theta sequences go backward?; CONCLUDING THOUGHTS; REFERENCES; 7 -- Competition and Cooperation Between Multiple Reinforcement LearningFront Cover; Goal-Directed Decision Making; Goal-Directed Decision Making: Computations and Neural Circuits; Copyright; CONTENTS; CONTRIBUTORS; PREFACE; 1 -- Actions and Habits: Psychological Issues in Dual-System Theory; DESIRE CRITERION; BELIEF CRITERION; HABITS; The motivation of habits; Outcome expectations and habits; DUAL-SYSTEM THEORIES OF INSTRUMENTAL LEARNING; Rate correlational theory; Ratio and interval training; Extended training; Choice training; Avoidance; System integration; LOOKING TO THE FUTURE; APPENDIX: SIMULATION OF RATE CORRELATION DUAL-SYSTEM THEORY; REFERENCES 2 -- Instrumental Divergence and Goal-Directed ChoiceINTRODUCTION; AN INFORMATION-THEORETIC FORMALIZATION OF INSTRUMENTAL DIVERGENCE; NEURAL CORRELATES OF INSTRUMENTAL DIVERGENCE; INSTRUMENTAL DIVERGENCE AND THE INTRINSIC UTILITY OF CONTROL; INSTRUMENTAL DIVERGENCE AS A BOUNDARY CONDITION ON GOAL-DIRECTEDNESS; OPEN QUESTIONS AND CONCLUDING REMARKS; ACKNOWLEDGMENTS; REFERENCES; 3 -- The Temporal Dynamics of Reward-Based Goal-Directed Decision-Making; THE DRIFT-DIFFUSION MODEL; SIMPLE BINARY CHOICE; MULTISTEP DRIFT-DIFFUSION MODELS; A BAYESIAN PERSPECTIVE ON MULTISTEP CHOICE; CONCLUDING REMARKS HOW CAN WE EXAMINE EPISODIC FUTURE THINKING/MENTAL TIME TRAVEL?OPEN QUESTIONS; How are sequences generated?; How much do sequences improve/increase/predict planning?; Can theta sequences go backward?; CONCLUDING THOUGHTS; REFERENCES; 7 -- Competition and Cooperation Between Multiple Reinforcement Learning Systems; INTRODUCTION; MODEL-FREE AND MODEL-BASED CONTROL IN REINFORCEMENT LEARNING; PRINCIPLES OF COMPETITION; Distinguishing habit from planning in humans; Arbitration between habit and planning as a cost-benefit trade-off; Control-reward trade-off in the two-step task … (more)
- Publisher Details:
- Cambridge, MA : Academic Press
- Publication Date:
- 2018
- Copyright Date:
- 2018
- Extent:
- 1 online resource, illustrations
- Subjects:
- 153.8/3
Decision making
PSYCHOLOGY / Cognitive Psychology
SCIENCE / Cognitive Science
Electronic books - Languages:
- English
- ISBNs:
- 9780128120996
0128120991 - Related ISBNs:
- 9780128120989
0128120983 - Notes:
- Note: Includes bibliographical references and index.
Note: Online resource; title from PDF title page (EBSCO, viewed August 27, 2018). - Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.324258
- Ingest File:
- 01_262.xml