Crowder James A., Carbone John, Friess Shelli Artificial Psychology: Psychological Modeling and Testing of AI Systems 9783030170790

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Автор: Crowder James A., Carbone John, Friess Shelli
Название: Artificial Psychology: Psychological Modeling and Testing of AI Systems
ISBN: 9783030170790
Издательство: Springer
Классификация:

Психотерапия

Судебно-медицинская экспертиза

Науки о жизни (медико-биологические): общие вопросы

Нейронауки

Искусственный интеллект

Разработка и эксплуатационная простота пользовательского интерфейса

ISBN-10: 3030170799
Обложка/Формат: Hardcover
Страницы: 169
Вес: 0.44 кг.
Дата издания: 16.07.2019
Язык: English
Издание: 1st ed. 2020
Иллюстрации: 40 tables, color; 20 illustrations, color; 57 illustrations, black and white; xvii, 169 p. 77 illus., 20 illus. in color.
Размер: 234 x 156 x 13
Читательская аудитория: Professional & vocational
Подзаголовок: Psychological modeling and testing of ai systems
Ссылка на Издательство: Link
Рейтинг:
Поставляется из: Германии
Описание: This book explores the subject of artificial psychology and how the field must adapt human neuro-psychological testing techniques to provide adequate cognitive testing of advanced artificial intelligence systems. It shows how classical testing methods will reveal nothing about the cognitive nature of the systems and whether they are learning, reasoning, and evolving correctly; for these systems, the authors outline how testing techniques similar to/adapted from human psychological testing must be adopted, particularly in understanding how the system reacts to failure or relearning something it has learned incorrectly or inferred incorrectly. The authors provide insights into future architectures/capabilities that artificial cognitive systems will possess and how we can evaluate how well they are functioning. It discusses at length the notion of human/AI communication and collaboration and explores such topics as knowledge development, knowledge modeling and ambiguity management, artificial cognition and self-evolution of learning, artificial brain components and cognitive architecture, and artificial psychological modeling.

Explores the concepts of Artificial Psychology and Artificial Neuroscience as applied to advanced artificially cognitive systems;Provides insight into the world of cognitive architectures and biologically-based computing designs which will mimic human brain functionality in artificial intelligent systems of the future;Provides description and design of artificial psychological modeling to provide insight into how advanced artificial intelligent systems are learning and evolving;Explores artificial reasoning and inference architectures and the types of modeling and testing that will be required to trust an autonomous artificial intelligent systems.

Дополнительное описание: Chapter 1. Introduction: Psychology and Technology.- Chapter 2. Systems-Level Thinking for Artificial Intelligent Systems.- Chapter 3. Psychological Constructs for AI Systems: The Information Continuum.- Chapter 4. Human-AI Collaboration.- Chapter 5. Abdu

Artificial Psychology: Psychological Modeling and Testing of AI Systems, Crowder James A., Carbone John, Friess Shelli