Automated Planning: Theory & Practice: Theory and Practice (Morgan Kaufmann Series in Artificial Intelligence) [Englisch] [Gebundene Ausgabe]

Automated Planning is a tremendous book! It provides an extremely comprehensive, systematic, and clear coverage of this important and exciting field of AI. Readers will not only gain a deep understanding of the theoretical foundations of planning; they will actually learn how this future-oriented technology is to be applied in a variety of areas. Automated Planning is just the standard AI planning textbook we have been waiting for. - Professor Susanne Biundo, Director of PLANET, the European Network of Excellence in AI Planning This book is an excellent resource for both students and teachers, and a valuable reference guide for seasoned planning researchers. It covers a surprising level of technical details for its size, yet is quite accessible to t the mathematically astute reader. I would like to thank the authors for making this body of knowledge accessible to a wider audience. - Kutluhan Erol, Mindlore, Inc. Planning research, which has been a key area in AI since the General Problem Solver of Newell and Simon in 50's, has undergone significant progress in the last few years. In this book, Malik Ghallab, Dana Nau, and Paolo Traverso, three leading AI planning researchers, provide the first balanced and comprehensive introduction to this exciting and fast moving field. - Hector Geffner, Universitat Pompeu Fabra AI planning experts, teachers, and students have been waiting for ages for the first textbook about the field---the comprehensive, up-to-date synthesis. Here it is! An admirable piece of work that will undoubtedly become a standard reference. - Joachim Hertzberg, Fraunhofer Institute for Autonomous Intelligent Systems A much needed and timely compendium that conveys both the diverse history and the current excitement of the research in Automated Planning. - Subbarao Kambhampati, Arizona State University The publication of this book creates an opportunity for planning to reach a much wider community than specialized researchers, to capture the imaginations of a new generation of AI students, both graduates and undergraduates, showing that while planning is rooted in strong theoretical foundations, its applications can reach from intelligent game play to evacuation operations and even to the stars! I am certain that it will find a place on the bookshelves of every serious planning researcher, but its true place is in the minds of our undergraduate and graduate students whom it should inspire to add to the impressive body of work it describes. - Derek Long, University of Strathclyde In recent years, comprehensive texts have been written for several of the other major areas of Artificial Intelligence, including machine learning, natural-language processing, and constraint-satisfaction processing, but until now, the field of planning has been devoid of such a resource, despite the considerable number of advances in and the significant maturation of planning research in the past decade. With Automated Planning: Theory and Practice, Malik Ghallab, Dana Nau, and Paolo Traverso have filled that void, and have done so with a remarkably clear and well-written book. - Martha Pollack, University of Michigan The authors cover a vast range of topics in planning research. The reader will find methodical formalisms of theoretical concepts with illustrative examples, as well as practical case studies. Well-developed exercises provide practice for students of planning. This is a great book. - Stephen Smith, Great Game Products The engineer who needs to know how to use AI planning is on his own, in the tangled forest of undigested reports of original research.Until now, that is. For the first time there is a text that is comprehensive, structured and up to date. Automated Planning provides both the graduate student of AI and the engineer faced with designing an autonomous system with the reference they really need. - Sam Steele, University of Essex Planning is one of the most important aspects of intelligent behavior. AI techniques to automate it are a significant challenge. This textbook guides you through the advances made in 40 years of pioneering R&D. It provides a uniform theoretical framework as a basis for showing how practical planners are developed. Based on the authors' wide experience in teaching and tutorials, the book provides a range of learning paths adaptable to the reader's needs. - Austin Tate, AIAI, University of Edinburgh By synthesizing a broad range of planning approaches into a common conceptual framework and explaining them with a common set of problems, this book provides unique clarity in understanding these approaches and their interrelationships. - David Wilkins, SRI International

AI planning technology is coming of age as industry and researchers increasingly regain interest in artificial intelligence. This maturity within the field means that new planning technologies now have sufficient capabilities to be useful in a variety of complex real-world applications. Areas as diverse as military operations, control of space vehicles, and the game of bridge all use planning technology. This is a significant step forward in the field, considering that as little as five years ago, planners could only build very simple plans because they had poor expressive power. Recent planning systems have made dramatic improvements in both efficiency and expressive power, increasing their use in real-world applications.

This book addresses the need for an up-to-date, comprehensive professional reference on planning. Dana Nau, Paolo Traverso, and Malik Ghallab, all well known researchers, offer over 30 years experience in planning research and in development in research. Their new book will be valuable to researchers, professionals, and upper-level undergraduate and graduate students.