Theory and Practice
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Automated Planning by Dana Nau
Book DescriptionAutomated planning technology now plays a significant role in a variety of demanding applications, ranging from controlling space vehicles and robots to playing the game of bridge. These real-world applications create new opportunities for synergy between theory and practice: observing what works well in practice leads to better theories of planning, and better theories lead to better performance of practical applications. Automated Planning mirrors this dialogue by offering a comprehensive, up-to-date resource on both the theory and practice of automated planning. The book goes well beyond classical planning, to include temporal planning, resource scheduling, planning under uncertainty, and modern techniques for plan generation, such as task decomposition, propositional satisfiability, constraint satisfaction, and model checking. The authors combine over 30 years experience in planning research and development to offer an invaluable text to researchers, professionals, and graduate students. * Provides a thorough understanding of AI planning theory and practice, and how they relate to each other* Covers all the contemporary topics of planning, as well as important practical applications of planning, such as model checking and game playing* Presents case studies and applications in planning engineering, space, robotics, CAD/CAM, process control, emergency operations, and games* Provides lecture notes, examples of programming assignments, pointers to downloadable planning systems and related information online
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Book DetailsISBN: 9781558608566
(235mm x 191mm x 44mm)
Imprint: Morgan Kaufmann Publishers In
Publisher: Elsevier Science & Technology
Publish Date: 21-May-2004
Country of Publication: United States
Books By Author Dana Nau
Automated Planning and Acting, Hardback (August 2016)» View all books by Dana Nau
This book presents the most recent and advanced techniques for creating autonomous AI systems capable of planning and acting effectively.
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Author Biography - Dana Nau
Malik Ghallab is Director of Research at the Laboratoire d'Analyse et d'Architecture des Syst mes, Centre National de la Recherche Scientifique, LAAS-CNRS, Toulouse. He was the director of the French national AI program, coordinated the five national research programs in information science, and served as the chair of ASTI, the French technical society in information sciences and technologies. Currently, he is also the director of the French national interdisciplinary program on robotics and artificial entities (Robea). Dana Nau is a professor at the University of Maryland, and an AAAI Fellow. His research interests include AI planning and searching, and computer-integrated design and manufacturing. He holds appointments in the Department of Computer Science, the Institute for Systems Research, the Institute for Advanced Computer Studies, and the Department of Mechanical Engineering. He has more than 250 technical publications, and has co-authored computer programs that won the 1997 world championship of computer bridge and one of the top four awards in the 2002 International Planning Competition. Other awards he has received include an NSF graduate fellowship, an NSF Presidential Young Investigator award, an Outstanding Faculty award, and several "best paper awards. Paolo Traverso is the Head of Sistemi di Ragionamento Automatico at the Instituto Trentino di Cultura - Instituto per la Ricerca Scientifica e Tecnologica, (ITC-IRST). He was the project leader of industrial and experimental projects such as the development of Rail Traffic Management Systems, the design of tools for Automatic Train Protection, the synthesis of industrial controllers, and the development of systems for planning and control in space environment.
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