Library Services | Technical University of Kenya

Your cart is empty.
Normal view MARC view ISBD view

Intention Recognition, Commitment and Their Roles in the Evolution of Cooperation [electronic resource] : From Artificial Intelligence Techniques to Evolutionary Game Theory Models / by The Anh Han.

By: Han, The Anh [author.].
Contributor(s): SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Studies in Applied Philosophy, Epistemology and Rational Ethics: 9Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013Description: XXIV, 167 p. 35 illus. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783642375125.Subject(s): Engineering | Artificial intelligence | Mathematics | Physics | Consciousness | Engineering | Computational Intelligence | Game Theory, Economics, Social and Behav. Sciences | Artificial Intelligence (incl. Robotics) | Complexity | Cognitive PsychologyDDC classification: 006.3 Online resources: Click here to access online
Contents:
Introduction -- Intention Recognition Methods -- Intention Recognition, Commitment, and the Evolution of Cooperation.
In: Springer eBooksSummary: This original and timely monograph describes a unique self-contained excursion that reveals to the readers the roles of two basic cognitive abilities, i.e. intention recognition and arranging commitments, in the evolution of cooperative behavior. This book analyses intention recognition, an important ability that helps agents predict others’ behavior, in its artificial intelligence and evolutionary computational modeling aspects, and proposes a novel intention recognition method. Furthermore, the book presents a new framework for intention-based decision making and illustrates several ways in which an ability to recognize intentions of others can enhance a decision making process. By employing the new intention recognition method and the tools of evolutionary game theory, this book introduces computational models demonstrating that intention recognition promotes the emergence of cooperation within populations of self-regarding agents. Finally, the book describes how commitment provides a pathway to the evolution of cooperative behavior, and how it further empowers intention recognition, thereby leading to a combined improved strategy.      
Tags from this library: No tags from this library for this title. Log in to add tags.
No physical items for this record

Introduction -- Intention Recognition Methods -- Intention Recognition, Commitment, and the Evolution of Cooperation.

This original and timely monograph describes a unique self-contained excursion that reveals to the readers the roles of two basic cognitive abilities, i.e. intention recognition and arranging commitments, in the evolution of cooperative behavior. This book analyses intention recognition, an important ability that helps agents predict others’ behavior, in its artificial intelligence and evolutionary computational modeling aspects, and proposes a novel intention recognition method. Furthermore, the book presents a new framework for intention-based decision making and illustrates several ways in which an ability to recognize intentions of others can enhance a decision making process. By employing the new intention recognition method and the tools of evolutionary game theory, this book introduces computational models demonstrating that intention recognition promotes the emergence of cooperation within populations of self-regarding agents. Finally, the book describes how commitment provides a pathway to the evolution of cooperative behavior, and how it further empowers intention recognition, thereby leading to a combined improved strategy.      

There are no comments for this item.

Log in to your account to post a comment.

2017 | The Technical University of Kenya Library | +254(020) 2219929, 3341639, 3343672 | library@tukenya.ac.ke | Haile Selassie Avenue