Human In The Loop Robot Control And Learning
DOWNLOAD
Download Human In The Loop Robot Control And Learning PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Human In The Loop Robot Control And Learning book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
Human In The Loop Robot Control And Learning
DOWNLOAD
Author : Luka Peternel
language : en
Publisher: Frontiers Media SA
Release Date : 2020-01-22
Human In The Loop Robot Control And Learning written by Luka Peternel and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-22 with categories.
In the past years there has been considerable effort to move robots from industrial environments to our daily lives where they can collaborate and interact with humans to improve our life quality. One of the key challenges in this direction is to make a suitable robot control system that can adapt to humans and interactively learn from humans to facilitate the efficient and safe co-existence of the two. The applications of such robotic systems include: service robotics and physical human-robot collaboration, assistive and rehabilitation robotics, semi-autonomous cars, etc. To achieve the goal of integrating robotic systems into these applications, several important research directions must be explored. One such direction is the study of skill transfer, where a human operator’s skilled executions are used to obtain an autonomous controller. Another important direction is shared control, where a robotic controller and humans control the same body, tool, mechanism, car, etc. Shared control, in turn invokes very rich research questions such as co-adaptation between the human and the robot, where the two agents can benefit from each other’s skills or must adapt to each other’s behavior to achieve effective cooperative task executions. The aim of this Research Topic is to help bridge the gap between the state-of-the-art and above-mentioned goals through novel multidisciplinary approaches in human-in-the-loop robot control and learning.
Learning For Adaptive And Reactive Robot Control
DOWNLOAD
Author : Aude Billard
language : en
Publisher: MIT Press
Release Date : 2022-02-08
Learning For Adaptive And Reactive Robot Control written by Aude Billard and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-08 with Technology & Engineering categories.
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.
Digital Human Modeling And Applications In Health Safety Ergonomics And Risk Management
DOWNLOAD
Author : Vincent G. Duffy
language : en
Publisher: Springer Nature
Release Date : 2024-06-01
Digital Human Modeling And Applications In Health Safety Ergonomics And Risk Management written by Vincent G. Duffy and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-01 with Computers categories.
This three-volume set LNCS 14709-14711 constitutes the refereed proceedings of the 15th International Conference on Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management, DHM 2024, held as part of the 26th International Conference, HCI International 2024, in Washington, DC, USA, during June 29 – July 4, 2024. The total of 1271 papers and 309 posters included in the HCII 2024 proceedings was carefully reviewed and selected from 5108 submissions. DHM 2024 method focuses on: Part I: Digital Human Modeling for Design and Evaluation; User Experience and Assistive Technologies; User Experience, Communication, and Collaboration. Part II: Healthcare Design and Support; Technology in Mental Health and Wellbeing; Artificial Intelligence and Health Applications. Part III: Work, Safety, and Ergonomics; Ergonomics, Artificial Intelligence and Smart Technologies, Advanced Technologies for Training and Learning.
Intelligent Robotics And Applications
DOWNLOAD
Author : Haibin Yu
language : en
Publisher: Springer
Release Date : 2019-08-01
Intelligent Robotics And Applications written by Haibin Yu and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-01 with Computers categories.
The volume set LNAI 11740 until LNAI 11745 constitutes the proceedings of the 12th International Conference on Intelligent Robotics and Applications, ICIRA 2019, held in Shenyang, China, in August 2019. The total of 378 full and 25 short papers presented in these proceedings was carefully reviewed and selected from 522 submissions. The papers are organized in topical sections as follows: Part I: collective and social robots; human biomechanics and human-centered robotics; robotics for cell manipulation and characterization; field robots; compliant mechanisms; robotic grasping and manipulation with incomplete information and strong disturbance; human-centered robotics; development of high-performance joint drive for robots; modular robots and other mechatronic systems; compliant manipulation learning and control for lightweight robot. Part II: power-assisted system and control; bio-inspired wall climbing robot; underwater acoustic and optical signal processing for environmental cognition; piezoelectric actuators and micro-nano manipulations; robot vision and scene understanding; visual and motional learning in robotics; signal processing and underwater bionic robots; soft locomotion robot; teleoperation robot; autonomous control of unmanned aircraft systems. Part III: marine bio-inspired robotics and soft robotics: materials, mechanisms, modelling, and control; robot intelligence technologies and system integration; continuum mechanisms and robots; unmanned underwater vehicles; intelligent robots for environment detection or fine manipulation; parallel robotics; human-robot collaboration; swarm intelligence and multi-robot cooperation; adaptive and learning control system; wearable and assistive devices and robots for healthcare; nonlinear systems and control. Part IV: swarm intelligence unmanned system; computational intelligence inspired robot navigation and SLAM; fuzzy modelling for automation, control, and robotics; development of ultra-thin-film, flexible sensors, and tactile sensation; robotic technology for deep space exploration; wearable sensing based limb motor function rehabilitation; pattern recognition and machine learning; navigation/localization. Part V: robot legged locomotion; advanced measurement and machine vision system; man-machine interactions; fault detection, testing and diagnosis; estimation and identification; mobile robots and intelligent autonomous systems; robotic vision, recognition and reconstruction; robot mechanism and design. Part VI: robot motion analysis and planning; robot design, development and control; medical robot; robot intelligence, learning and linguistics; motion control; computer integrated manufacturing; robot cooperation; virtual and augmented reality; education in mechatronics engineering; robotic drilling and sampling technology; automotive systems; mechatronics in energy systems; human-robot interaction.
Towards Autonomous Robotic Systems
DOWNLOAD
Author : M. Nazmul Huda
language : en
Publisher: Springer Nature
Release Date : 2024-12-29
Towards Autonomous Robotic Systems written by M. Nazmul Huda and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-29 with Computers categories.
This two-volume set, LNAI 15051-15052, constitutes the refereed proceedings from the 25th Annual Conference Towards Autonomous Robotic Systems, TAROS 2024, held in London, UK, during August 21-23, 2024. The 54 full papers and 11 short papers presented in these volumes were carefully reviewed and selected from 69 submissions. The papers presented in these two volumes are organized in the following topical sections: - Part I: Robotic Learning, Mapping and Planning; Robotic Modeling, Sensing and Control; Machine Vision. Part II: Human-Robot Interaction/Collaboration; Locomotion and Manipulation; Mechanism Design; Soft Robotics; Swarms and Multi-Agent Systems.
Advances In Service And Industrial Robotics
DOWNLOAD
Author : Tadej Petrič
language : en
Publisher: Springer Nature
Release Date : 2023-05-26
Advances In Service And Industrial Robotics written by Tadej Petrič and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-26 with Technology & Engineering categories.
This book presents the proceedings of the 32nd International Conference on Robotics in Alpe-Adria-Danube Region (RAAD), held in Bled, Slovenia, June 14-16, 2023. It gathers contributions by researchers from several countries on all major areas of robotic research, development and innovation, as well as new applications and current trends. The topics covered include: novel designs and applications of robotic systems, intelligent cooperating and service robots, advanced robot control, human-robot interfaces, robot vision systems, mobile robots, humanoid and walking robots, bio-inspired and swarm robotic systems, aerial, underwater and spatial robots, robots for ambient assisted living, medical robots and bionic prostheses, cognitive robots, cloud robotics, ethical and social issues in robotics, etc. Given its scope, the book offers a source of information and inspiration for researchers seeking to improve their work and gather new ideas for future developments.
Trends In Control And Decision Making For Human Robot Collaboration Systems
DOWNLOAD
Author : Yue Wang
language : en
Publisher: Springer
Release Date : 2017-01-24
Trends In Control And Decision Making For Human Robot Collaboration Systems written by Yue Wang and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-24 with Technology & Engineering categories.
This book provides an overview of recent research developments in the automation and control of robotic systems that collaborate with humans. A measure of human collaboration being necessary for the optimal operation of any robotic system, the contributors exploit a broad selection of such systems to demonstrate the importance of the subject, particularly where the environment is prone to uncertainty or complexity. They show how such human strengths as high-level decision-making, flexibility, and dexterity can be combined with robotic precision, and ability to perform task repetitively or in a dangerous environment. The book focuses on quantitative methods and control design for guaranteed robot performance and balanced human experience from both physical human-robot interaction and social human-robot interaction. Its contributions develop and expand upon material presented at various international conferences. They are organized into three parts covering: one-human–one-robot collaboration; one-human–multiple-robot collaboration; and human–swarm collaboration. Individual topic areas include resource optimization (human and robotic), safety in collaboration, human trust in robot and decision-making when collaborating with robots, abstraction of swarm systems to make them suitable for human control, modeling and control of internal force interactions for collaborative manipulation, and the sharing of control between human and automated systems, etc. Control and decision-making algorithms feature prominently in the text, importantly within the context of human factors and the constraints they impose. Applications such as assistive technology, driverless vehicles, cooperative mobile robots, manufacturing robots and swarm robots are considered. Illustrative figures and tables are provided throughout the book. Researchers and students working in controls, and the interaction of humans and robots will learn new methods for human–robot collaboration from this book and will find the cutting edge of the subject described in depth.
Robotics Text Book
DOWNLOAD
Author : Manish Soni
language : en
Publisher:
Release Date : 2024-11-13
Robotics Text Book written by Manish Soni and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-13 with Study Aids categories.
Welcome to "Robotics: From Fundamentals to Advanced Applications," your comprehensive guide to understanding and mastering the field of robotics. In an era where automation and intelligent systems are revolutionizing industries, robotics stands at the forefront, driving innovations across manufacturing, healthcare, exploration, and more. As we delve deeper into this transformative technology, it is essential for both beginners and seasoned professionals to grasp its fundamental concepts and applications thoroughly. This book is meticulously crafted to serve as a complete learning resource, catering to the diverse needs of learners at all levels. Whether you are a student embarking on your first exploration into robotics or a professional seeking to enhance your expertise, this guide provides the essential tools and resources necessary to achieve your learning goals.
Robotics Interview Questions And Answers
DOWNLOAD
Author : Manish Soni
language : en
Publisher:
Release Date : 2024-11-13
Robotics Interview Questions And Answers written by Manish Soni and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-13 with Study Aids categories.
Welcome to "Robotics Interview Questions and Answers" – a comprehensive guide designed to navigate the dynamic world of robotics through a lens of inquiry and exploration. In the pages that follow, you will embark on a journey through the fascinating realm of robotics, uncovering a myriad of topics that span the breadth and depth of this transformative field. This book seeks to provide not only a wealth of knowledge but also a practical resource for individuals aspiring to delve into the world of robotics or those seeking to enhance their understanding of its myriad facets. In the age of automation, artificial intelligence, and the Internet of Things, robotics has emerged as a pivotal force shaping our future. From manufacturing floors to healthcare settings, from deep-space exploration to our own living rooms, robots have become an integral part of our daily lives. Whether you seek to gain knowledge for interviews, academic pursuits, or simply to satisfy your curiosity about the incredible world of robotics, this book is designed to be your trusted companion. It serves as a roadmap to understanding the fundamentals, the nuances, and the future possibilities that robotics holds.
Robot Programming By Demonstration
DOWNLOAD
Author : Sylvain Calinon
language : en
Publisher: EPFL Press
Release Date : 2009-08-24
Robot Programming By Demonstration written by Sylvain Calinon and has been published by EPFL Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-08-24 with Computers categories.
Recent advances in RbD have identified a number of key issues for ensuring a generic approach to the transfer of skills across various agents and contexts. This book focuses on the two generic questions of what to imitate and how to imitate and proposes active teaching methods.