Principles Of Intelligent Agents
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Principles Of Intelligent Agents
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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-20
Principles Of Intelligent Agents written by Richard Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-20 with Computers categories.
"Principles of Intelligent Agents" "Principles of Intelligent Agents" provides a rigorous and comprehensive exploration of the foundations, architectures, and applications of intelligent agents. Structured around core topics such as agency, rationality, knowledge representation, reasoning, learning, and decision-making, the book adeptly explains the theoretical underpinnings and practical mechanisms that drive the autonomy and adaptability of contemporary agent systems. With clarity and depth, it surveys essential issues including agent architectures, utility theory, perception, world modeling, and the computational limits of intelligent behavior. Building on this strong theoretical base, the book delves into the engineering and deployment of agents, addressing learning algorithms, planning, multi-agent coordination, and robust decision-making under uncertainty. It emphasizes both the challenges and advances in orchestrating distributed intelligence, robust perception, human-agent interaction, and ethically-aligned autonomy. Coverage extends to the practicalities of software development for agent systems, performance optimization, security, explainability, and the critical societal, legal, and ethical dimensions of deploying autonomous systems in real-world environments. Key trends and future directions round out the text, highlighting scalable architectures, the growing impact of agents across the IoT and cyber-physical systems, and the quest for artificial general intelligence. Designed for researchers, engineers, and students, "Principles of Intelligent Agents" is both a foundational reference and a forward-looking guide, equipping readers with the intellectual tools and practical insights necessary to innovate in the rapidly evolving field of intelligent agency.
The Design Of Intelligent Agents
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Author : Jörg P. Müller
language : en
Publisher: Springer Science & Business Media
Release Date : 1996-11-27
The Design Of Intelligent Agents written by Jörg P. Müller and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996-11-27 with Computers categories.
This monograph presents a comprehensive state-of-the-art survey on approaches to the design of intelligent agents. On the theoretical side, the author identifies a set of general requirements for autonomous interacting agents and provides an essential step towards understanding the principles of intelligent agents. On the practical side, the novel agent architecture InteRRaP is introduced: the detailed description and evaluation of this architecture is an ideal guideline and case study for software engineers or researchers faced with the task of building an agent system. The book uniquely bridges the gap between theory and practice; it addresses active and novice researchers as well as practitioners interested in applicable agent technology.
Constructing Intelligent Agents Using Java
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Author : Joseph P. Bigus
language : en
Publisher: Wiley
Release Date : 2001
Constructing Intelligent Agents Using Java written by Joseph P. Bigus and has been published by Wiley this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Computers categories.
A state-of-the-art guide on how to build intelligent Web-based applications using Java Joseph and Jennifer Bigus update and significantly expand their book on building intelligent Web-based applications using Java. Geared to network programmers or Web developers who have previously programmed agents in Smalltalk or C++, this practical book explains in detail how to construct agents capable of learning and competing, including both design principles and actual code for personal agents, network or Web agents, multi-agent systems and commercial agents. New and revised coverage includes agent tools, agent uses for Web applications (including personalization, cross-selling, and e-commerce), and additional AI technologies such as fuzzy logic and genetic algorithms.
Understanding Intelligence
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Author : Rolf Pfeifer
language : en
Publisher: MIT Press
Release Date : 2001-07-27
Understanding Intelligence written by Rolf Pfeifer and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001-07-27 with Computers categories.
The book includes all the background material required to understand the principles underlying intelligence, as well as enough detailed information on intelligent robotics and simulated agents so readers can begin experiments and projects on their own. By the mid-1980s researchers from artificial intelligence, computer science, brain and cognitive science, and psychology realized that the idea of computers as intelligent machines was inappropriate. The brain does not run "programs"; it does something entirely different. But what? Evolutionary theory says that the brain has evolved not to do mathematical proofs but to control our behavior, to ensure our survival. Researchers now agree that intelligence always manifests itself in behavior—thus it is behavior that we must understand. An exciting new field has grown around the study of behavior-based intelligence, also known as embodied cognitive science, "new AI," and "behavior-based AI." This book provides a systematic introduction to this new way of thinking. After discussing concepts and approaches such as subsumption architecture, Braitenberg vehicles, evolutionary robotics, artificial life, self-organization, and learning, the authors derive a set of principles and a coherent framework for the study of naturally and artificially intelligent systems, or autonomous agents. This framework is based on a synthetic methodology whose goal is understanding by designing and building. The book includes all the background material required to understand the principles underlying intelligence, as well as enough detailed information on intelligent robotics and simulated agents so readers can begin experiments and projects on their own. The reader is guided through a series of case studies that illustrate the design principles of embodied cognitive science.
Intelligent Agents And Their Applications
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Author : Zhengxin Chen
language : en
Publisher: Physica
Release Date : 2013-03-20
Intelligent Agents And Their Applications written by Zhengxin Chen and has been published by Physica this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-20 with Computers categories.
Intelligent agents are one of the most promising business tools in our information rich world. An intelligent agent consists of a software system capable of performing intelligent tasks within a dynamic and unpredictable environment. They can be characterised by various attributes including: autonomous, adaptive, collaborative, communicative, mobile, and reactive. Many problems are not well defined and the information needed to make decisions is not available. These problems are not easy to solve using conventional computing approaches. Here, the intelligent agent paradigm may play a major role in helping to solve these problems. This book, written for application researchers, covers a broad selection of research results that demonstrate, in an authoritative and clear manner, the applications of agents within our information society.
Organizational Principles For Multi Agent Architectures
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Author : Chris van Aart
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-03-30
Organizational Principles For Multi Agent Architectures written by Chris van Aart and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-03-30 with Computers categories.
1. 1 Background In this work, we develop a framework for the design of multi-agent systems inspired by (human) organizational principles. Organizations are complex entities formed to ov- come various limitations of individual agencies, such as cognitive, physical, temporal and institutional limitations. There is a parallel between the complexity of organizations and multi-agent systems. Therefore, we explore the use of concepts, methods and techniques from human organizational design as architectural principles for multi-agent systems. Three research lines are presented: organizational modeling and coordination, interop- ability and agent models. Organizational modeling and coordination are concerned with how resources (i. e. agents) can be identi?ed and related to each other. In order to have agents cooperate, several issues of interoperability have to be addressed. Agent models deal with the design of individual intelligent software agents, taking into account typical features of agent intelligence. Every (human) activity raises two challenges: division of labor and coordi- tion [Mintzberg, 1993]. Division of labor is the decomposition of work (or goals) into various distinct tasks. Coordination refers to managing relations between these tasks to carry out the work. The patterns of division of labor, responsibilities (people who do the work), clustering of responsibilities into units and coordination between units can be de?ned by organizational structures [Galbraith, 1973]. The design of an organization should cover how one or more actors are engaged in one or more tasks, where knowledge, capabilities and resources are distributed.
A Text Book Of Artificial Intelligence Principles And Applications
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Author : Mr. Sanjay Kumar Rai
language : en
Publisher: Academic Guru Publishing House
Release Date : 2023-11-09
A Text Book Of Artificial Intelligence Principles And Applications written by Mr. Sanjay Kumar Rai and has been published by Academic Guru Publishing House this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-09 with Study Aids categories.
A Textbook of AI: Principles and Applications is an indispensable guide that illuminates the intricate realm of Artificial Intelligence (AI) with a blend of theoretical depth and practical insights. Authored to cater to the needs of students, educators, and professionals, this comprehensive text transcends traditional boundaries to offer a holistic understanding of AI’s core principles and diverse applications. Structured with clarity and precision, the book navigates through the foundational concepts of AI, including machine learning, neural networks, natural language processing, and computer vision. The narrative seamlessly integrates theoretical underpinnings with real-world examples and case studies, providing readers with a robust foundation for applying AI techniques in various domains. What sets this textbook apart is its conscientious approach to the ethical dimensions of AI. In a landscape where ethical considerations are paramount, the book explores the responsible deployment of AI, addressing societal implications and fostering a nuanced understanding of the ethical challenges associated with AI technologies. A Textbook of AI is not merely an academic resource but a practical compass for those navigating the evolving landscape of AI. With its comprehensive coverage, insightful examples, and ethical considerations, this book is poised to be an essential companion for anyone seeking to comprehend, contribute, and ethically apply AI principles in today’s dynamic technological landscape.
Artificial Intelligence Agents And Environments
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Author :
language : en
Publisher: Bookboon
Release Date :
Artificial Intelligence Agents And Environments written by and has been published by Bookboon this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Principles Of Noology
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Author : Seng-Beng Ho
language : en
Publisher: Springer
Release Date : 2016-06-29
Principles Of Noology written by Seng-Beng Ho and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-29 with Medical categories.
The idea of this book is to establish a new scientific discipline, “noology,” under which a set of fundamental principles are proposed for the characterization of both naturally occurring and artificial intelligent systems. The methodology adopted in Principles of Noology for the characterization of intelligent systems, or “noological systems,” is a computational one, much like that of AI. Many AI devices such as predicate logic representations, search mechanisms, heuristics, and computational learning mechanisms are employed but they are recast in a totally new framework for the characterization of noological systems. The computational approach in this book provides a quantitative and high resolution understanding of noological processes, and at the same time the principles and methodologies formulated are directly implementable in AI systems. In contrast to traditional AI that ignores motivational and affective processes, under the paradigm of noology, motivational and affective processes are central to the functioning of noological systems and their roles in noological processes are elucidated in detailed computational terms. In addition, a number of novel representational and learning mechanisms are proposed, and ample examples and computer simulations are provided to show their applications. These include rapid effective causal learning (a novel learning mechanism that allows an AI/noological system to learn causality with a small number of training instances), learning of scripts that enables knowledge chunking and rapid problem solving, and learning of heuristics that further accelerates problem solving. Semantic grounding allows an AI/noological system to “truly understand” the meaning of the knowledge it encodes. This issue is extensively explored. This is a highly informative book providing novel and deep insights into intelligent systems which is particularly relevant to both researchers and students of AI and the cognitive sciences.
Toward Artificial Sapience
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Author : Rene V. Mayorga
language : en
Publisher: Springer Science & Business Media
Release Date : 2008
Toward Artificial Sapience written by Rene V. Mayorga and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008 with Computers categories.
A diverse international set of authors discuss Artificial/Computational Sapience and Sapient Systems in this unique and useful volume. The reader is guided through the subject in a structured and comprehensive manner that begins with chapters discussing philosophical, historical, and semiotic ideas about what properties are expected from Sapient (Wise) systems. Following that, chapters describe mathematical and engineering views on sapience, relating these to philosophical, semiotic, cognitive, and neuro-biological perspectives.