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Other titles in the Studies in Applied Philosophy, Epistemology and Rational Eth series:

Studies in Applied Philosophy, Epistemology and Rational Eth #9: Intention Recognition, Commitment and Their Roles in the Evolution of Cooperation: From Artificial Intelligence Techniques to Evolution

Studies in Applied Philosophy, Epistemology and Rational Eth #9: Intention Recognition, Commitment and Their Roles in the Evolution of Cooperation: From Artificial Intelligence Techniques to Evolution Cover

 

Synopses & Reviews

Publisher Comments:

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.

Synopsis:

This book analyses intention recognition, an important ability that helps agents predict others' behavior, in its artificial intelligence and evolutionary computational modeling aspects. It also proposes a novel intention recognition method.

Table of Contents

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

Product Details

ISBN:
9783642375118
Publisher:
Springer
Subject:
Science Reference-Technology
Author:
Han, The Anh
Subject:
Artificial Intelligence
Subject:
Bayesian network
Subject:
Cognitive Abilities
Subject:
Commitment strategies
Subject:
Complex systems
Subject:
Decision-making
Subject:
Evolution Prospection
Subject:
Evolution of Cooperation
Subject:
Evolutionary Game Theory
Subject:
Evolutionary psychology
Subject:
Intention Recognition
Subject:
Logic programming
Subject:
Prisoner s dilemma
Subject:
Computational intelligence
Subject:
Game Theory, Economics, Social and Behav. Sciences
Subject:
Artificial Intelligence (incl. Robotics)
Subject:
Complexity
Subject:
Cognitive Psychology
Copyright:
Edition Description:
2013
Series:
Studies in Applied Philosophy, Epistemology and Rational Ethics
Series Volume:
From Artificial Inte
Publication Date:
20130528
Binding:
HARDCOVER
Language:
English
Pages:
191
Dimensions:
235 x 155 mm

Related Subjects

Computers and Internet » Artificial Intelligence » General
Computers and Internet » Computers Reference » General
Health and Self-Help » Psychology » Cognitive Science
Reference » Science Reference » Technology
Science and Mathematics » Mathematics » Modeling

Studies in Applied Philosophy, Epistemology and Rational Eth #9: Intention Recognition, Commitment and Their Roles in the Evolution of Cooperation: From Artificial Intelligence Techniques to Evolution
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Product details 191 pages Springer - English 9783642375118 Reviews:
"Synopsis" by , This book analyses intention recognition, an important ability that helps agents predict others' behavior, in its artificial intelligence and evolutionary computational modeling aspects. It also proposes a novel intention recognition method.
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