Learning for Adaptive and Reactive Robot Control

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Author :
Publisher : MIT Press
ISBN 13 : 0262367017
Total Pages : 425 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Learning for Adaptive and Reactive Robot Control by : Aude Billard

Download or read book Learning for Adaptive and Reactive Robot Control written by Aude Billard and published by MIT Press. This book was released on 2022-02-08 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: Methods by which robots can learn control laws that enable real-time reactivity using dynamical systems; with applications and exercises. This book presents a wealth of machine learning techniques to make the control of robots more flexible and safe when interacting with humans. It introduces a set of control laws that enable reactivity using dynamical systems, a widely used method for solving motion-planning problems in robotics. These control approaches can replan in milliseconds to adapt to new environmental constraints and offer safe and compliant control of forces in contact. The techniques offer theoretical advantages, including convergence to a goal, non-penetration of obstacles, and passivity. The coverage of learning begins with low-level control parameters and progresses to higher-level competencies composed of combinations of skills. Learning for Adaptive and Reactive Robot Control is designed for graduate-level courses in robotics, with chapters that proceed from fundamentals to more advanced content. Techniques covered include learning from demonstration, optimization, and reinforcement learning, and using dynamical systems in learning control laws, trajectory planning, and methods for compliant and force control . Features for teaching in each chapter: applications, which range from arm manipulators to whole-body control of humanoid robots; pencil-and-paper and programming exercises; lecture videos, slides, and MATLAB code examples available on the author’s website . an eTextbook platform website offering protected material[EPS2] for instructors including solutions.

Advances in Robotics and Virtual Reality

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3642233635
Total Pages : 392 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Advances in Robotics and Virtual Reality by : Tauseef Gulrez

Download or read book Advances in Robotics and Virtual Reality written by Tauseef Gulrez and published by Springer Science & Business Media. This book was released on 2011-11-13 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: A beyond human knowledge and reach, robotics is strongly involved in tackling challenges of new emerging multidisciplinary fields. Together with humans, robots are busy exploring and working on the new generation of ideas and problems whose solution is otherwise impossible to find. The future is near when robots will sense, smell and touch people and their lives. Behind this practical aspect of human-robotics, there is a half a century spanned robotics research, which transformed robotics into a modern science. The Advances in Robotics and Virtual Reality is a compilation of emerging application areas of robotics. The book covers robotics role in medicine, space exploration and also explains the role of virtual reality as a non-destructive test bed which constitutes a premise of further advances towards new challenges in robotics. This book, edited by two famous scientists with the support of an outstanding team of fifteen authors, is a well suited reference for robotics researchers and scholars from related disciplines such as computer graphics, virtual simulation, surgery, biomechanics and neuroscience.

Robotics

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1846286417
Total Pages : 644 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Robotics by : Bruno Siciliano

Download or read book Robotics written by Bruno Siciliano and published by Springer Science & Business Media. This book was released on 2010-08-20 with total page 644 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on the successful Modelling and Control of Robot Manipulators by Sciavicco and Siciliano (Springer, 2000), Robotics provides the basic know-how on the foundations of robotics: modelling, planning and control. It has been expanded to include coverage of mobile robots, visual control and motion planning. A variety of problems is raised throughout, and the proper tools to find engineering-oriented solutions are introduced and explained. The text includes coverage of fundamental topics like kinematics, and trajectory planning and related technological aspects including actuators and sensors. To impart practical skill, examples and case studies are carefully worked out and interwoven through the text, with frequent resort to simulation. In addition, end-of-chapter exercises are proposed, and the book is accompanied by an electronic solutions manual containing the MATLAB® code for computer problems; this is available free of charge to those adopting this volume as a textbook for courses.

New Developments and Advances in Robot Control

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Author :
Publisher : Springer
ISBN 13 : 9811322120
Total Pages : 360 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis New Developments and Advances in Robot Control by : Nabil Derbel

Download or read book New Developments and Advances in Robot Control written by Nabil Derbel and published by Springer. This book was released on 2019-01-24 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book highlights relevant studies and applications in the area of robotics, which reflect the latest research, from interdisciplinary theoretical studies and computational algorithm development, to representative applications. It presents chapters on advanced control, such as fuzzy, neural, backstepping, sliding mode, adaptive, predictive, diagnosis and fault tolerant control etc. and addresses topics including cloud robotics, cable-driven robots, two-wheeled robots, mobile robots, swarm robots, hybrid vehicle, and drones. Each chapter employs a uniform structure: background, motivation, quantitative development (equations), case studies/illustration/tutorial (simulations, experiences, curves, tables, etc.), allowing readers to easily tailor the techniques to their own applications.

Advances in Robot Control

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3540373470
Total Pages : 360 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Advances in Robot Control by : Sadao Kawamura

Download or read book Advances in Robot Control written by Sadao Kawamura and published by Springer Science & Business Media. This book was released on 2007-07-17 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume surveys three decades of modern robot control theory and describes how the work of Suguru Arimoto shaped its development. Twelve survey articles written by experts associated with Suguru Arimoto at various stages in his career treat the subject comprehensively. This book provides an important reference for graduate students and researchers, as well as for mathematicians, engineers and scientists whose work involves robot control theory.

Control Systems Design of Bio-Robotics and Bio-Mechatronics with Advanced Applications

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Author :
Publisher : Academic Press
ISBN 13 : 0128174641
Total Pages : 504 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Control Systems Design of Bio-Robotics and Bio-Mechatronics with Advanced Applications by : Ahmad Taher Azar

Download or read book Control Systems Design of Bio-Robotics and Bio-Mechatronics with Advanced Applications written by Ahmad Taher Azar and published by Academic Press. This book was released on 2019-11-30 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: Control Systems Design of Bio-Robotics and Bio-Mechatronics with Advanced Applications delivers essential and advanced bioengineering information on the application of control and robotics technologies in the life sciences. Judging by what we have witnessed so far, this exciting field of control systems and robotics in bioengineering is likely to produce revolutionary breakthroughs over the next decade. While this book is intended for senior undergraduate or graduate students in both control engineering and biomedical engineering programs, it will also appeal to medical researchers and practitioners who want to enhance their quantitative understanding of physiological processes. - Focuses on the engineering and scientific principles underlying the extraordinary performance of biomedical robotics and bio-mechatronics - Demonstrates the application of principles for designing corresponding algorithms - Presents the latest innovative approaches to medical diagnostics and procedures, as well as clinical rehabilitation from the point-of-view of dynamic modeling, system analysis and control

Programming Robot Controllers

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Author :
Publisher : McGraw-Hill/TAB Electronics
ISBN 13 : 9780071408516
Total Pages : 474 pages
Book Rating : 4.4/5 (85 download)

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Book Synopsis Programming Robot Controllers by : Myke Predko

Download or read book Programming Robot Controllers written by Myke Predko and published by McGraw-Hill/TAB Electronics. This book was released on 2003 with total page 474 pages. Available in PDF, EPUB and Kindle. Book excerpt: * Details the PICmicro microcontroller * Covers designing the robot system, software development, and advanced programming * Explains microcontroller connections

Practical PID Control

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1846285860
Total Pages : 323 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Practical PID Control by : Antonio Visioli

Download or read book Practical PID Control written by Antonio Visioli and published by Springer Science & Business Media. This book was released on 2006-11-03 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on those functionalities that can provide significant improvements in Proportional–integral–derivative (PID) performance in combination with parameter tuning. In particular, the choice of filter to make the controller proper, the use of a feedforward action and the selection of an anti-windup strategy are addressed. The book gives the reader new methods for improving the performance of the most widely applied form of control in industry.

Recent Advances in Robotic Systems

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Author :
Publisher : BoD – Books on Demand
ISBN 13 : 9535125702
Total Pages : 296 pages
Book Rating : 4.5/5 (351 download)

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Book Synopsis Recent Advances in Robotic Systems by : Guanghui Wang

Download or read book Recent Advances in Robotic Systems written by Guanghui Wang and published by BoD – Books on Demand. This book was released on 2016-09-28 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together some recent advances and development in robotics. In 12 chapters, written by experts and researchers in respective fields, the book presents some up-to-date research ideas and findings in a wide range of robotics, including the design, modeling, control, learning, interaction, and navigation of robots. From an application perspective, the book covers UAVs, USVs, mobile robots, humanoid robots, graspers, and underwater robots. The unique text offers practical guidance to graduate students and researchers in research and applications in the field of robotics.

Robotics, Automation, and Control in Industrial and Service Settings

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Author :
Publisher : IGI Global
ISBN 13 : 1466686944
Total Pages : 358 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Robotics, Automation, and Control in Industrial and Service Settings by : Luo, Zongwei

Download or read book Robotics, Automation, and Control in Industrial and Service Settings written by Luo, Zongwei and published by IGI Global. This book was released on 2015-09-10 with total page 358 pages. Available in PDF, EPUB and Kindle. Book excerpt: ###############################################################################################################################################################################################################################################################

Nonlinear Control of Vehicles and Robots

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1849961220
Total Pages : 479 pages
Book Rating : 4.8/5 (499 download)

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Book Synopsis Nonlinear Control of Vehicles and Robots by : Béla Lantos

Download or read book Nonlinear Control of Vehicles and Robots written by Béla Lantos and published by Springer Science & Business Media. This book was released on 2010-12-01 with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt: Nonlinear Control of Vehicles and Robots develops a unified approach to the dynamic modeling of robots in terrestrial, aerial and marine environments. The main classes of nonlinear systems and stability methods are summarized and basic nonlinear control methods, useful in manipulator and vehicle control, are presented. Formation control of ground robots and ships is discussed. The book also deals with the modeling and control of robotic systems in the presence of non-smooth nonlinearities. Robust adaptive tracking control of robotic systems with unknown payload and friction in the presence of uncertainties is treated. Theoretical and practical aspects of the control algorithms under discussion are detailed. Examples are included throughout the book allowing the reader to apply the control and modeling techniques in their own research and development work. Some of these examples demonstrate state estimation based on the use of advanced sensors as part of the control system.

Practical and Experimental Robotics

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Author :
Publisher : CRC Press
ISBN 13 : 1420059106
Total Pages : 464 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Practical and Experimental Robotics by : Ferat Sahin

Download or read book Practical and Experimental Robotics written by Ferat Sahin and published by CRC Press. This book was released on 2017-12-19 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: Taking a completely hands-on approach, using cheap and easily available robotics kits, Practical and Experimental Robotics provides a detailed exploration of the construction, theory, and experiments for different types of robots. With topics ranging from basic stamp microcontrollers to biped and propeller based robots, the text contains laboratory experiments, examples with solutions, and case studies. The authors begin with a review of the essential elements of electronics and mechanics. They describe the basic mechanical construction and electrical control of the robot, then give at least one example of how to operate the robot using microcontrollers or software. The book includes a reference chapter on Basic Stamp Microcontollers with example code pieces and a chapter completely devoted to PC interfacing. Each chapter begins with the fundamentals, then moves on to advanced topics, thus building a foundation for learning from the ground up. Building a bridge between technicians who have hands-on experience and engineers with a deeper insight into the workings, the book covers a range of machines, from arm, wheel, and leg robots to flying robots and robotic submarines and boats. Unlike most books in this field, this one offers a complete set of topics from electronics, mechanics, and computer interface and programming, making it an independent source for knowledge and understanding of robotics.

Informatics in Control, Automation and Robotics

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Author :
Publisher : Springer Nature
ISBN 13 : 3030319938
Total Pages : 587 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Informatics in Control, Automation and Robotics by : Oleg Gusikhin

Download or read book Informatics in Control, Automation and Robotics written by Oleg Gusikhin and published by Springer Nature. This book was released on 2019-10-25 with total page 587 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of this book is to familiarize readers with the latest research on, and recent advances in, the field of Informatics in Control, Automation and Robotics. It gathers a selection of papers highlighting the state-of-the-art in Intelligent Control Systems, Optimization, Robotics and Automation, Signal Processing, Sensors, Systems Modelling and Control. Combining theoretical aspects with practical applications, the book offers a well-balanced overview of the latest achievements, and will provide researchers, engineers and PhD students with both a vital update and new inspirations for their own research.

Recent Advances in Robot Learning

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Author :
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).

Advanced Robotics & Intelligent Machines

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Author :
Publisher : IET
ISBN 13 : 9780852968536
Total Pages : 408 pages
Book Rating : 4.9/5 (685 download)

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Book Synopsis Advanced Robotics & Intelligent Machines by : J. O. Gray

Download or read book Advanced Robotics & Intelligent Machines written by J. O. Gray and published by IET. This book was released on 1996 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced robotics describes the use of sensor-based robotic devices which exploit powerful computers to achieve the high levels of functionality that begin to mimic intelligent human behaviour. The object of this book is to summarise developments in the base technologies, survey recent applications and highlight new advanced concepts which will influence future progress.

Advances in Robotics, Automation and Data Analytics

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Author :
Publisher : Springer
ISBN 13 : 9783030709167
Total Pages : 415 pages
Book Rating : 4.7/5 (91 download)

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Book Synopsis Advances in Robotics, Automation and Data Analytics by : Jessnor Arif Mat Jizat

Download or read book Advances in Robotics, Automation and Data Analytics written by Jessnor Arif Mat Jizat and published by Springer. This book was released on 2021-03-11 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents essentially a collection of proceedings that deliberate on the key challenges and recent trends on robotics, automation and data analytics which are the pillars of Industry 4.0. Solutions that are employed in the multitude spectra of innovative robotics & automation and data analytics are discussed. The readers are expected to gain an insightful view on the current trends, issues, mitigating factors as well as solutions from the book. This book consists of selected papers presented at the 2nd International Conference on Innovative Technology, Engineering and Sciences 2020 (iCITES) hosted virtually by Universiti Malaysia Pahang on 22nd December 2020. iCITES is a biennial conference, aimed at building a platform that allows relevant stakeholders to share and discuss their latest researches, ideas and survey reports from theoretical to a practical standpoint especially in the Innovative Robotics & Automation and Data Analytics tracks which was published in this book.

Recent Advances in Robot Learning

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Author :
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).