Recent Advances in Learning and Control

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Publisher : Springer Science & Business Media
ISBN 13 : 1848001541
Total Pages : 283 pages
Book Rating : 4.8/5 (48 download)

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Book Synopsis Recent Advances in Learning and Control by : Vincent D. Blondel

Download or read book Recent Advances in Learning and Control written by Vincent D. Blondel and published by Springer Science & Business Media. This book was released on 2008-01-11 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is composed of invited papers on learning and control. The contents form the proceedings of a workshop held in January 2008, in Hyderabad that honored the 60th birthday of Doctor Mathukumalli Vidyasagar. The 14 papers, written by international specialists in the field, cover a variety of interests within the broader field of learning and control. The diversity of the research provides a comprehensive overview of a field of great interest to control and system theorists.

Advances in Motor Learning and Control

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Publisher : Human Kinetics
ISBN 13 : 9780873229470
Total Pages : 324 pages
Book Rating : 4.2/5 (294 download)

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Book Synopsis Advances in Motor Learning and Control by : Howard N. Zelaznik

Download or read book Advances in Motor Learning and Control written by Howard N. Zelaznik and published by Human Kinetics. This book was released on 1996 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advances in Motor Learning and Control surveys the latest, most important advances in the field, surpassing the confines of debate between proponents of the information processing and dynamical systems. Zelaznik, editor of the Journal of Motor Behavior from 1989 to 1996, brings together a variety of perspectives. Some of the more difficult topics-such as behavioral analysis of trajectory formation and the dynamic pattern perspective of rhythmic movement-are presented in tutorial fashion. Other chapters provide a foundation for understanding increasingly specialized areas of study.

Recent Advances in Robot Learning

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Publisher : Springer Science & Business Media
ISBN 13 : 9780792397458
Total Pages : 226 pages
Book Rating : 4.3/5 (974 download)

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Book Synopsis Recent Advances in Robot Learning by : Judy A. Franklin

Download or read book Recent Advances in Robot Learning written by Judy A. Franklin and published by Springer Science & Business Media. This book was released on 1996-06-30 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent Advances in Robot Learning contains seven papers on robot learning written by leading researchers in the field. As the selection of papers illustrates, the field of robot learning is both active and diverse. A variety of machine learning methods, ranging from inductive logic programming to reinforcement learning, is being applied to many subproblems in robot perception and control, often with objectives as diverse as parameter calibration and concept formulation. While no unified robot learning framework has yet emerged to cover the variety of problems and approaches described in these papers and other publications, a clear set of shared issues underlies many robot learning problems. Machine learning, when applied to robotics, is situated: it is embedded into a real-world system that tightly integrates perception, decision making and execution. Since robot learning involves decision making, there is an inherent active learning issue. Robotic domains are usually complex, yet the expense of using actual robotic hardware often prohibits the collection of large amounts of training data. Most robotic systems are real-time systems. Decisions must be made within critical or practical time constraints. These characteristics present challenges and constraints to the learning system. Since these characteristics are shared by other important real-world application domains, robotics is a highly attractive area for research on machine learning. On the other hand, machine learning is also highly attractive to robotics. There is a great variety of open problems in robotics that defy a static, hand-coded solution. Recent Advances in Robot Learning is an edited volume of peer-reviewed original research comprising seven invited contributions by leading researchers. This research work has also been published as a special issue of Machine Learning (Volume 23, Numbers 2 and 3).

Recent Advances in Reinforcement Learning

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Publisher : Springer
ISBN 13 : 0585336563
Total Pages : 286 pages
Book Rating : 4.5/5 (853 download)

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Book Synopsis Recent Advances in Reinforcement Learning by : Leslie Pack Kaelbling

Download or read book Recent Advances in Reinforcement Learning written by Leslie Pack Kaelbling and published by Springer. This book was released on 2007-08-28 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent Advances in Reinforcement Learning addresses current research in an exciting area that is gaining a great deal of popularity in the Artificial Intelligence and Neural Network communities. Reinforcement learning has become a primary paradigm of machine learning. It applies to problems in which an agent (such as a robot, a process controller, or an information-retrieval engine) has to learn how to behave given only information about the success of its current actions. This book is a collection of important papers that address topics including the theoretical foundations of dynamic programming approaches, the role of prior knowledge, and methods for improving performance of reinforcement-learning techniques. These papers build on previous work and will form an important resource for students and researchers in the area. Recent Advances in Reinforcement Learning is an edited volume of peer-reviewed original research comprising twelve invited contributions by leading researchers. This research work has also been published as a special issue of Machine Learning (Volume 22, Numbers 1, 2 and 3).

Recent Advances in Technology Research and Education

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Publisher : Springer
ISBN 13 : 3319674595
Total Pages : 352 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Recent Advances in Technology Research and Education by : Dumitru Luca

Download or read book Recent Advances in Technology Research and Education written by Dumitru Luca and published by Springer. This book was released on 2017-09-08 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents selected contributions to the 16th International Conference on Global Research and Education Inter-Academia 2017 hosted by Alexandru Ioan Cuza University of Iași, Romania from 25 to 28 September 2017. It is the third volume in the series, following the editions from 2015 and 2016. Fundamental and applied research in natural sciences have led to crucial developments in the ongoing 4th global industrial revolution, in the course of which information technology has become deeply embedded in industrial management, research and innovation – and just as deeply in education and everyday life. Materials science and nanotechnology, plasma and solid state physics, photonics, electrical and electronic engineering, robotics and metrology, signal processing, e-learning, intelligent and soft computing have long since been central research priorities for the Inter-Academia Community (I-AC) – a body comprising 14 universities and research institutes from Japan and Central/East-European countries that agreed, in 2002, to coordinate their research and education programs so as to better address today’s challenges. The book is intended for use in academic, government, and industrial R&D departments as a reference tool in research and technology education. The 42 peer-reviewed papers were written by more than 119 leading scientists from 14 countries, most of them affiliated to the I-AC.

Recent Advances in Robot Learning

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Publisher : Springer Science & Business Media
ISBN 13 : 1461304717
Total Pages : 218 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis Recent Advances in Robot Learning by : Judy A. Franklin

Download or read book Recent Advances in Robot Learning written by Judy A. Franklin and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent Advances in Robot Learning contains seven papers on robot learning written by leading researchers in the field. As the selection of papers illustrates, the field of robot learning is both active and diverse. A variety of machine learning methods, ranging from inductive logic programming to reinforcement learning, is being applied to many subproblems in robot perception and control, often with objectives as diverse as parameter calibration and concept formulation. While no unified robot learning framework has yet emerged to cover the variety of problems and approaches described in these papers and other publications, a clear set of shared issues underlies many robot learning problems. Machine learning, when applied to robotics, is situated: it is embedded into a real-world system that tightly integrates perception, decision making and execution. Since robot learning involves decision making, there is an inherent active learning issue. Robotic domains are usually complex, yet the expense of using actual robotic hardware often prohibits the collection of large amounts of training data. Most robotic systems are real-time systems. Decisions must be made within critical or practical time constraints. These characteristics present challenges and constraints to the learning system. Since these characteristics are shared by other important real-world application domains, robotics is a highly attractive area for research on machine learning. On the other hand, machine learning is also highly attractive to robotics. There is a great variety of open problems in robotics that defy a static, hand-coded solution. Recent Advances in Robot Learning is an edited volume of peer-reviewed original research comprising seven invited contributions by leading researchers. This research work has also been published as a special issue of Machine Learning (Volume 23, Numbers 2 and 3).

Approaches to the Study of Motor Control and Learning

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Publisher : Elsevier
ISBN 13 : 0080867383
Total Pages : 615 pages
Book Rating : 4.0/5 (88 download)

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Book Synopsis Approaches to the Study of Motor Control and Learning by : J.J. Summers

Download or read book Approaches to the Study of Motor Control and Learning written by J.J. Summers and published by Elsevier. This book was released on 1991-12-18 with total page 615 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the past two decades, there has been a dramatic increasein interest in the study of motor control and learning. In thisvolume authors from a variety of backgrounds and theoreticalperspectives review their research with particular emphasis onthe methods and paradigms employed, and the future direction oftheir work. The book is divided into four main sections. Thefirst section contains chapters examining general issues andtrends in the movement behaviour field. The remaining threesections contain chapters from scientists working in threebroadly defined areas of interest: coordination and control;visuo-motor processes; and movement disorders. Each sectionprovides an overview of the different approaches and differentlevels of analysis being used to examine specific topics withinthe motor domain.

Recent Advances in Material, Manufacturing, and Machine Learning

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Publisher : CRC Press
ISBN 13 : 1000843580
Total Pages : 813 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Recent Advances in Material, Manufacturing, and Machine Learning by : Rajiv Gupta

Download or read book Recent Advances in Material, Manufacturing, and Machine Learning written by Rajiv Gupta and published by CRC Press. This book was released on 2023-05-26 with total page 813 pages. Available in PDF, EPUB and Kindle. Book excerpt: The role of manufacturing in a country’s economy and societal development has long been established through their wealth generating capabilities. To enhance and widen our knowledge of materials and to increase innovation and responsiveness to ever-increasing international needs, more in-depth studies of functionally graded materials/tailor-made materials, recent advancements in manufacturing processes and new design philosophies are needed at present. The objective of this volume is to bring together experts from academic institutions, industries and research organizations and professional engineers for sharing of knowledge, expertise and experience in the emerging trends related to design, advanced materials processing and characterization, and advanced manufacturing processes.

Recent Advances in Model Predictive Control

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Publisher : Springer Nature
ISBN 13 : 3030632814
Total Pages : 250 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Recent Advances in Model Predictive Control by : Timm Faulwasser

Download or read book Recent Advances in Model Predictive Control written by Timm Faulwasser and published by Springer Nature. This book was released on 2021-04-17 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on distributed and economic Model Predictive Control (MPC) with applications in different fields. MPC is one of the most successful advanced control methodologies due to the simplicity of the basic idea (measure the current state, predict and optimize the future behavior of the plant to determine an input signal, and repeat this procedure ad infinitum) and its capability to deal with constrained nonlinear multi-input multi-output systems. While the basic idea is simple, the rigorous analysis of the MPC closed loop can be quite involved. Here, distributed means that either the computation is distributed to meet real-time requirements for (very) large-scale systems or that distributed agents act autonomously while being coupled via the constraints and/or the control objective. In the latter case, communication is necessary to maintain feasibility or to recover system-wide optimal performance. The term economic refers to general control tasks and, thus, goes beyond the typically predominant control objective of set-point stabilization. Here, recently developed concepts like (strict) dissipativity of optimal control problems or turnpike properties play a crucial role. The book collects research and survey articles on recent ideas and it provides perspectives on current trends in nonlinear model predictive control. Indeed, the book is the outcome of a series of six workshops funded by the German Research Foundation (DFG) involving early-stage career scientists from different countries and from leading European industry stakeholders.

Recent Advances in Intelligent Information Hiding and Multimedia Signal Processing

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Publisher : Springer
ISBN 13 : 3030037487
Total Pages : 369 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Recent Advances in Intelligent Information Hiding and Multimedia Signal Processing by : Jeng-Shyang Pan

Download or read book Recent Advances in Intelligent Information Hiding and Multimedia Signal Processing written by Jeng-Shyang Pan and published by Springer. This book was released on 2018-11-10 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book features papers presented at IIH-MSP 2018, the 14th International Conference on Intelligent Information Hiding and Multimedia Signal Processing. The scope of IIH-MSP included information hiding and security, multimedia signal processing and networking, and bio-inspired multimedia technologies and systems. The book discusses subjects related to massive image/video compression and transmission for emerging networks, advances in speech and language processing, recent advances in information hiding and signal processing for audio and speech signals, intelligent distribution systems and applications, recent advances in security and privacy for multimodal network environments, multimedia signal processing, and machine learning. Presenting the latest research outcomes and findings, it is suitable for researchers and students who are interested in the corresponding fields. IIH-MSP 2018 was held in Sendai, Japan on 26–28 November 2018. It was hosted by Tohoku University and was co‐sponsored by the Fujian University of Technology in China, the Taiwan Association for Web Intelligence Consortium in Taiwan, and the Swinburne University of Technology in Australia, as well as the Fujian Provincial Key Laboratory of Big Data Mining and Applications (Fujian University of Technology) and the Harbin Institute of Technology Shenzhen Graduate School in China.

Learning-Based Control

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Publisher : Now Publishers
ISBN 13 : 9781680837520
Total Pages : 122 pages
Book Rating : 4.8/5 (375 download)

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Book Synopsis Learning-Based Control by : Zhong-Ping Jiang

Download or read book Learning-Based Control written by Zhong-Ping Jiang and published by Now Publishers. This book was released on 2020-12-07 with total page 122 pages. Available in PDF, EPUB and Kindle. Book excerpt: The recent success of Reinforcement Learning and related methods can be attributed to several key factors. First, it is driven by reward signals obtained through the interaction with the environment. Second, it is closely related to the human learning behavior. Third, it has a solid mathematical foundation. Nonetheless, conventional Reinforcement Learning theory exhibits some shortcomings particularly in a continuous environment or in considering the stability and robustness of the controlled process. In this monograph, the authors build on Reinforcement Learning to present a learning-based approach for controlling dynamical systems from real-time data and review some major developments in this relatively young field. In doing so the authors develop a framework for learning-based control theory that shows how to learn directly suboptimal controllers from input-output data. There are three main challenges on the development of learning-based control. First, there is a need to generalize existing recursive methods. Second, as a fundamental difference between learning-based control and Reinforcement Learning, stability and robustness are important issues that must be addressed for the safety-critical engineering systems such as self-driving cars. Third, data efficiency of Reinforcement Learning algorithms need be addressed for safety-critical engineering systems. This monograph provides the reader with an accessible primer on a new direction in control theory still in its infancy, namely Learning-Based Control Theory, that is closely tied to the literature of safe Reinforcement Learning and Adaptive Dynamic Programming.

Recent Advances in Physiotherapy

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Publisher : John Wiley & Sons
ISBN 13 : 0470057793
Total Pages : 268 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Recent Advances in Physiotherapy by : Cecily Partridge

Download or read book Recent Advances in Physiotherapy written by Cecily Partridge and published by John Wiley & Sons. This book was released on 2007-04-04 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: Like Partridge: Neurological Physiotherapy: Bases of Evidence for Practice, each chapter in Recent Advances in Physiotherapy features a case report provided by a team of clinicians based on details from a real patient. This book of recent advances provides readers with a way of keeping up-to-date with recent work in the discipline of physiotherapy, based on the evidence for current practice.

Recent Advances in Robust Control

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Publisher : BoD – Books on Demand
ISBN 13 : 9533074213
Total Pages : 412 pages
Book Rating : 4.5/5 (33 download)

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Book Synopsis Recent Advances in Robust Control by : Andreas Müller

Download or read book Recent Advances in Robust Control written by Andreas Müller and published by BoD – Books on Demand. This book was released on 2011-11-21 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: Robust control has been a topic of active research in the last three decades culminating in H_2/H_\infty and \mu design methods followed by research on parametric robustness, initially motivated by Kharitonov's theorem, the extension to non-linear time delay systems, and other more recent methods. The two volumes of Recent Advances in Robust Control give a selective overview of recent theoretical developments and present selected application examples. The volumes comprise 39 contributions covering various theoretical aspects as well as different application areas. The first volume covers selected problems in the theory of robust control and its application to robotic and electromechanical systems. The second volume is dedicated to special topics in robust control and problem specific solutions. Recent Advances in Robust Control will be a valuable reference for those interested in the recent theoretical advances and for researchers working in the broad field of robotics and mechatronics.

Advances in Web-based Education

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Publisher : IGI Global
ISBN 13 : 1591406900
Total Pages : 397 pages
Book Rating : 4.5/5 (914 download)

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Book Synopsis Advances in Web-based Education by : George D. Magoulas

Download or read book Advances in Web-based Education written by George D. Magoulas and published by IGI Global. This book was released on 2006-01-01 with total page 397 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides coverage of a wide range of factors that influence the design, use and adoption of Personalized Learning Environments"--Provided by publisher.

Recent Advances in Intelligent Systems and Smart Applications

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Publisher : Springer Nature
ISBN 13 : 3030474119
Total Pages : 658 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Recent Advances in Intelligent Systems and Smart Applications by : Mostafa Al-Emran

Download or read book Recent Advances in Intelligent Systems and Smart Applications written by Mostafa Al-Emran and published by Springer Nature. This book was released on 2020-06-26 with total page 658 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the latest research trends in intelligent systems and smart applications. It presents high-quality empirical and review studies focusing on various topics, including information systems and software engineering, knowledge management, technology in education, emerging technologies, and social networks. It provides insights into the theoretical and practical aspects of intelligent systems and smart applications.

Recent Advances in Next-Generation Data Science

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Publisher : Springer Nature
ISBN 13 : 3031678710
Total Pages : 247 pages
Book Rating : 4.0/5 (316 download)

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Book Synopsis Recent Advances in Next-Generation Data Science by : Henry Han (Computer scientist)

Download or read book Recent Advances in Next-Generation Data Science written by Henry Han (Computer scientist) and published by Springer Nature. This book was released on 2024 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Third Southwest Data Science Conference, on Recent advances in next-generation data science, SDSC 2024, held in Waco, TX, USA, in March 22, 2024. The 15 full papers presented were carefully reviewed and selected from 59 submissions. These papers focus on AI security in next-generation data science and address a range of challenges, from protecting sensitive data to mitigating adversarial threats.

Recent Advances in Machines, Mechanisms, Materials and Design

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Publisher : Springer Nature
ISBN 13 : 9819754232
Total Pages : 825 pages
Book Rating : 4.8/5 (197 download)

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Book Synopsis Recent Advances in Machines, Mechanisms, Materials and Design by : Rajana Suresh Kumar

Download or read book Recent Advances in Machines, Mechanisms, Materials and Design written by Rajana Suresh Kumar and published by Springer Nature. This book was released on with total page 825 pages. Available in PDF, EPUB and Kindle. Book excerpt: