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Learning Completable Reactive Plans Through Achievability Proofs
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Book Synopsis Learning Completable Reactive Plans Through Achievability Proofs by : Melinda Tumaneng Gervasio
Download or read book Learning Completable Reactive Plans Through Achievability Proofs written by Melinda Tumaneng Gervasio and published by . This book was released on 1990 with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proving achievability is shown to be possible for certain classes of problems without having to determine the actions to achieve the associated goals. General plans for use in this integrated approach are learned through a modified explanation-based learning strategy called contingent explanation-based learning. In contingent EBL, deferred goals are represented using conjectured variables, which act as placeholders for the eventual values of plan parameters whose values are unknown prior to execution. Completors are incorporated into general plans for the runtime determination of values to replace the conjectured variables.
Book Synopsis Foundations of Knowledge Acquisition by : Alan L. Meyrowitz
Download or read book Foundations of Knowledge Acquisition written by Alan L. Meyrowitz and published by Springer Science & Business Media. This book was released on 2007-08-19 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the most intriguing questions about the new computer technology that has appeared over the past few decades is whether we humans will ever be able to make computers learn. As is painfully obvious to even the most casual computer user, most current computers do not. Yet if we could devise learning techniques that enable computers to routinely improve their performance through experience, the impact would be enormous. The result would be an explosion of new computer applications that would suddenly become economically feasible (e. g. , personalized computer assistants that automatically tune themselves to the needs of individual users), and a dramatic improvement in the quality of current computer applications (e. g. , imagine an airline scheduling program that improves its scheduling method based on analyzing past delays). And while the potential economic impact of successful learning methods is sufficient reason to invest in research into machine learning, there is a second significant reason: studying machine learning helps us understand our own human learning abilities and disabilities, leading to the possibility of improved methods in education. While many open questions remain about the methods by which machines and humans might learn, significant progress has been made.
Book Synopsis Artificial Intelligence Planning Systems by : James Hendler
Download or read book Artificial Intelligence Planning Systems written by James Hendler and published by Elsevier. This book was released on 2014-06-28 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence Planning Systems documents the proceedings of the First International Conference on AI Planning Systems held in College Park, Maryland on June 15-17, 1992. This book discusses the abstract probabilistic modeling of action; building symbolic primitives with continuous control routines; and systematic adaptation for case-based planning. The analysis of ABSTRIPS; conditional nonlinear planning; and building plans to monitor and exploit open-loop and closed-loop dynamics are also elaborated. This text likewise covers the modular utility representation for decision-theoretic planning; reaction and reflection in tetris; and planning in intelligent sensor fusion. Other topics include the resource-bounded adaptive agent, critical look at Knoblock's hierarchy mechanism, and traffic laws for mobile robots. This publication is beneficial to students and researchers conducting work on AI planning systems.
Book Synopsis Learning Probably Completable Plans by : Melinda Tumaneng Gervasio
Download or read book Learning Probably Completable Plans written by Melinda Tumaneng Gervasio and published by . This book was released on 1991 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: "In completable planning, a planning system is given the ability to defer goals which it can prove to be achievable. This has the advantages of allowing the utilization of runtime information in planning and enabling a planner to use less precise a priori information without sacrificing guarantees of success. In this paper, we extend completable planning to goals which are only probably achievable, thus extending its scope to a wider variety of problems. We also define completable plans in terms of its constituent reactive plan components, conditionals and repeat-loops, which achieve the deferred goals, and we discuss the costs incurred by completable planning in terms of runtime evaluation cost, plan flexibility, a priori planning cost, and guarantees of success.
Book Synopsis A Completable Approach to Integrating Planning and Scheduling by : Melinda Tumaneng Gervasio
Download or read book A Completable Approach to Integrating Planning and Scheduling written by Melinda Tumaneng Gervasio and published by . This book was released on 1992 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Foundations of Knowledge Acquisition by : Susan F. Chipman
Download or read book Foundations of Knowledge Acquisition written by Susan F. Chipman and published by . This book was released on 1993 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Machine Learning Proceedings 1994 by : William W. Cohen
Download or read book Machine Learning Proceedings 1994 written by William W. Cohen and published by Morgan Kaufmann. This book was released on 2014-06-28 with total page 398 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning Proceedings 1994
Book Synopsis Aaai-90 by : American Association for Artificial Intelligence
Download or read book Aaai-90 written by American Association for Artificial Intelligence and published by . This book was released on 1990 with total page 588 pages. Available in PDF, EPUB and Kindle. Book excerpt: AAAI proceedings describe innovative concepts, techniques, perspectives, and observations that present promising research directions in artificial intelligence.AI and Education. Automated Reasoning: automatic programming, planning and scheduling, rule-based reasoning, search, theorem proving, uncertainty, truth-maintenance systems, constraint-based systems. Cognitive Modeling. Commonsense Reasoning: qualitative reasoning, design, diagnosis, simulation. Impacts of AI Technology: organizational, economic, and social implications. Knowledge Acquisition and Expert System Design Methodologies: techniques for designing expert systems and acquiring domain knowledge. Knowledge Representation: knowledge-representation systems, inheritance, nonmonotonic logic, nonstandard logics, temporal reasoning. Machine Architectures and Computer Languages for AI. Machine Learning. Natural Language: generation and understanding; syntax, speech, dialogue. Perception and Signal Understanding: vision. Philosophical Foundations. Robotics. User Interfaces.
Author :University of Illinois at Urbana-Champaign. Engineering Documents Center Publisher : ISBN 13 : Total Pages :188 pages Book Rating :4.P/5 (24 download)
Book Synopsis Engineering Documents Center Index by : University of Illinois at Urbana-Champaign. Engineering Documents Center
Download or read book Engineering Documents Center Index written by University of Illinois at Urbana-Champaign. Engineering Documents Center and published by . This book was released on 1990 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis A Framework for the Representation, Acquisition and Manipulation of Strategic Knowledge for Knowledge Based Systems by : Khaled W. al- Dhaher
Download or read book A Framework for the Representation, Acquisition and Manipulation of Strategic Knowledge for Knowledge Based Systems written by Khaled W. al- Dhaher and published by . This book was released on 1992 with total page 406 pages. Available in PDF, EPUB and Kindle. Book excerpt: The representation method, strategy schemata, possesses features that are similar to several other representation methodologies. It captures inter-strategy knowledge, such as structural and inheritance relationships that are useful in the acquisition and refinement processes outlined by the paradigm. The nature of these schemata coupled with the reasoning methods explicitly associated with them, differentiate them from other representation and associated reasoning methodologies."
Book Synopsis Publications of the State of Illinois by :
Download or read book Publications of the State of Illinois written by and published by . This book was released on 1990 with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Publications of the State of Illinois by : Illinois. Office of Secretary of State
Download or read book Publications of the State of Illinois written by Illinois. Office of Secretary of State and published by . This book was released on 1990 with total page 88 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Government Reports Announcements & Index by :
Download or read book Government Reports Announcements & Index written by and published by . This book was released on 1991 with total page 700 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Monthly Checklist of State Publications by : Library of Congress. Exchange and Gift Division
Download or read book Monthly Checklist of State Publications written by Library of Congress. Exchange and Gift Division and published by . This book was released on 1990-12 with total page 986 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Illinois Documents List written by and published by . This book was released on 1990 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Government Reports Annual Index by :
Download or read book Government Reports Annual Index written by and published by . This book was released on 1990 with total page 1316 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Transforming the Workforce for Children Birth Through Age 8 by : National Research Council
Download or read book Transforming the Workforce for Children Birth Through Age 8 written by National Research Council and published by National Academies Press. This book was released on 2015-07-23 with total page 587 pages. Available in PDF, EPUB and Kindle. Book excerpt: Children are already learning at birth, and they develop and learn at a rapid pace in their early years. This provides a critical foundation for lifelong progress, and the adults who provide for the care and the education of young children bear a great responsibility for their health, development, and learning. Despite the fact that they share the same objective - to nurture young children and secure their future success - the various practitioners who contribute to the care and the education of children from birth through age 8 are not acknowledged as a workforce unified by the common knowledge and competencies needed to do their jobs well. Transforming the Workforce for Children Birth Through Age 8 explores the science of child development, particularly looking at implications for the professionals who work with children. This report examines the current capacities and practices of the workforce, the settings in which they work, the policies and infrastructure that set qualifications and provide professional learning, and the government agencies and other funders who support and oversee these systems. This book then makes recommendations to improve the quality of professional practice and the practice environment for care and education professionals. These detailed recommendations create a blueprint for action that builds on a unifying foundation of child development and early learning, shared knowledge and competencies for care and education professionals, and principles for effective professional learning. Young children thrive and learn best when they have secure, positive relationships with adults who are knowledgeable about how to support their development and learning and are responsive to their individual progress. Transforming the Workforce for Children Birth Through Age 8 offers guidance on system changes to improve the quality of professional practice, specific actions to improve professional learning systems and workforce development, and research to continue to build the knowledge base in ways that will directly advance and inform future actions. The recommendations of this book provide an opportunity to improve the quality of the care and the education that children receive, and ultimately improve outcomes for children.
