9783031000232 - predicting human decision-making: from prediction to action (synthesis lectures on artificial intelligence and machine learning) von rosenfeld, ariel; kraus, sarit (2 Ergebnisse)

Sprache: Englisch
Verlag: Springer, 2018
Serie: Synthesis Lectures on Artificial Intelligence and Machine Learning, Buch 10 von 14. Buch 10 von 14 - Synthesis Lectures on Artificial Intelligence and Machine Learning
- Hardcover
Anbieter: Ria Christie Collections, Uxbridge, Vereinigtes KönigreichRia Christie Collections
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Zustand: New. In English.

Sprache: Englisch
Verlag: Springer International Publishing, 2018
Serie: Synthesis Lectures on Artificial Intelligence and Machine Learning, Buch 10 von 14. Buch 10 von 14 - Synthesis Lectures on Artificial Intelligence and Machine Learning
- Hardcover
Anbieter: AHA-BUCH GmbH, Einbeck, DeutschlandAHA-BUCH GmbH
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EUR 53,49
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Buch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - Human decision-making often transcends our formal models of 'rationality.' Designing intelligent agents that interact proficiently with people necessitates the modeling of human behavior and the prediction of their decisions. In this book, we explore the ta…sk of automatically predicting human decision-making and its use in designing intelligent human-aware automated computer systems of varying natures-from purely conflicting interaction settings (e.g., security and games) to fully cooperative interaction settings (e.g., autonomous driving and personal robotic assistants). We explore the techniques, algorithms, and empirical methodologies for meeting the challenges that arise from the above tasks and illustrate major benefits from the use of these computational solutions in real-world application domains such as security, negotiations, argumentative interactions, voting systems, autonomous driving, and games. The book presents both the traditional and classical methods as well asthe most recent and cutting edge advances, providing the reader with a panorama of the challenges and solutions in predicting human decision-making.