Robotics In Natural Settings

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Robotics in Natural Settings

Author : José M. Cascalho
Publisher : Springer Nature
ISBN 13 : 3031152263
Total Pages : 633 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Robotics in Natural Settings by : José M. Cascalho

Download or read book Robotics in Natural Settings written by José M. Cascalho and published by Springer Nature. This book was released on 2022-08-24 with total page 633 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes recent research on climbing and walking robots. CLAWAR 2022 is the twenty-fifth International Conference Series on Climbing and Walking Robots and Mobile Machine Support Technologies. The conference is organized by CLAWAR Association in collaboration with the University of the Azores, S. Miguel, Portugal, during September 12-14, 2022. CLAWAR 2022 provides an updated state of the art on robotics and its use in a diversity of applications and/or simulation scenarios, within the framework “Robotics in Natural Settings”. The topics covered include Bio-Inspired Robotics, Biped Locomotion, Educational Robotics, Human-Machine/Human-Robot Interaction, Innovative Actuators, Inspection, Legged Locomotion, Modeling and Simulation of CLAWAR, Outdoor and Field Robotics, Planning and Control, Wearable Devices and Assistive Robotics, and the Use of A.I. in Robotics. The intended readership includes participants of CLAWAR 2022 conference, international robotic researchers, scientists, and professors of related topics worldwide, and professors and students of postgraduate courses in Robotics and Automation, Control Engineering, Mechanical Engineering, and Mechatronics.

Nature-inspired Mobile Robotics

Author : Kenneth J. Waldron
Publisher : World Scientific Publishing Company Incorporated
ISBN 13 : 9789814525527
Total Pages : 861 pages
Book Rating : 4.5/5 (255 download)

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Book Synopsis Nature-inspired Mobile Robotics by : Kenneth J. Waldron

Download or read book Nature-inspired Mobile Robotics written by Kenneth J. Waldron and published by World Scientific Publishing Company Incorporated. This book was released on 2013 with total page 861 pages. Available in PDF, EPUB and Kindle. Book excerpt: The proceedings provide state-of-the-art scientific and engineering research findings and developments in the area of mobile robotics and assistive technologies. The proceedings collected together peer reviewed articles presented at the CLAWAR 2013 conference. It contains a strong showing of articles on legged locomotion with numbers of legs from two onwards. There is also a good collection of articles on systems that walls climbing, poles balancing, and other more complex structures following the traditional of CLAWAR themes. In addition, the proceedings also cover the subject of robot-human interaction, which focus on a more “human” way of communicating with humanoid robots. As for human assistive devices, proceedings also cover exoskeletal and prosthetic devices, robots for personal and nursing cares to address the issues of ageing population in our society. Finally, the issue of the deployment of robots in society, it social and ethically consideration are also addressed in the proceedings.

Social Robots: Technological, Societal and Ethical Aspects of Human-Robot Interaction

Author : Oliver Korn
Publisher : Springer
ISBN 13 : 3030171078
Total Pages : 299 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Social Robots: Technological, Societal and Ethical Aspects of Human-Robot Interaction by : Oliver Korn

Download or read book Social Robots: Technological, Societal and Ethical Aspects of Human-Robot Interaction written by Oliver Korn and published by Springer. This book was released on 2019-07-01 with total page 299 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social robots not only work with humans in collaborative workspaces – we meet them in shopping malls and even more personal settings like health and care. Does this imply they should become more human, able to interpret and adequately respond to human emotions? Do we want them to help elderly people? Do we want them to support us when we are old ourselves? Do we want them to just clean and keep things orderly – or would we accept them helping us to go to the toilet, or even feed us if we suffer from Parkinson’s disease? The answers to these questions differ from person to person. They depend on cultural background, personal experiences – but probably most of all on the robot in question. This book covers the phenomenon of social robots from the historic roots to today’s best practices and future perspectives. To achieve this, we used a hands-on, interdisciplinary approach, incorporating findings from computer scientists, engineers, designers, psychologists, doctors, nurses, historians and many more. The book also covers a vast spectrum of applications, from collaborative industrial work over education to sales. Especially for developments with a high societal impact like robots in health and care settings, the authors discuss not only technology, design and usage but also ethical aspects. Thus this book creates both a compendium and a guideline, helping to navigate the design space for future developments in social robotics.

Robot Ecology

Author : Magnus Egerstedt
Publisher : Princeton University Press
ISBN 13 : 0691230072
Total Pages : 360 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis Robot Ecology by : Magnus Egerstedt

Download or read book Robot Ecology written by Magnus Egerstedt and published by Princeton University Press. This book was released on 2021-12-28 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: A revolutionary new framework that draws on insights from ecology for the design and analysis of long-duration robots Robots are increasingly leaving the confines of laboratories, warehouses, and manufacturing facilities, venturing into agriculture and other settings where they must operate in uncertain conditions over long timescales. This multidisciplinary book draws on the principles of ecology to show how robots can take full advantage of the environments they inhabit, including as sources of energy. Magnus Egerstedt introduces a revolutionary new design paradigm—robot ecology—that makes it possible to achieve long-duration autonomy while avoiding catastrophic failures. Central to ecology is the idea that the richness of an organism’s behavior is a function of the environmental constraints imposed by its habitat. Moving beyond traditional strategies that focus on optimal policies for making robots achieve targeted tasks, Egerstedt explores how to use survivability constraints to produce both effective and provably safe robot behaviors. He blends discussions of ecological principles with the development of control barrier functions as a formal approach to constraint-based control design, and provides an in-depth look at the design of the SlothBot, a slow and energy-efficient robot used for environmental monitoring and conservation. Visionary in scope, Robot Ecology presents a comprehensive and unified methodology for designing robots that can function over long durations in diverse natural environments.

Robotics in Natural Settings

Author : José M. Cascalho
Publisher :
ISBN 13 : 9783031152276
Total Pages : 0 pages
Book Rating : 4.1/5 (522 download)

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Book Synopsis Robotics in Natural Settings by : José M. Cascalho

Download or read book Robotics in Natural Settings written by José M. Cascalho and published by . This book was released on 2023 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book includes recent research on climbing and walking robots. CLAWAR 2022 is the twenty-fifth International Conference Series on Climbing and Walking Robots and Mobile Machine Support Technologies. The conference is organized by CLAWAR Association in collaboration with the University of the Azores, S. Miguel, Portugal, during September 12-14, 2022. CLAWAR 2022 provides an updated state of the art on robotics and its use in a diversity of applications and/or simulation scenarios, within the framework "Robotics in Natural Settings". The topics covered include Bio-Inspired Robotics, Biped Locomotion, Educational Robotics, Human-Machine/Human-Robot Interaction, Innovative Actuators, Inspection, Legged Locomotion, Modeling and Simulation of CLAWAR, Outdoor and Field Robotics, Planning and Control, Wearable Devices and Assistive Robotics, and the Use of A.I. in Robotics. The intended readership includes participants of CLAWAR 2022 conference, international robotic researchers, scientists, and professors of related topics worldwide, and professors and students of postgraduate courses in Robotics and Automation, Control Engineering, Mechanical Engineering, and Mechatronics.

The Wild Robot

Author : Peter Brown
Publisher :
ISBN 13 : 9781536435078
Total Pages : 0 pages
Book Rating : 4.4/5 (35 download)

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Book Synopsis The Wild Robot by : Peter Brown

Download or read book The Wild Robot written by Peter Brown and published by . This book was released on 2020-04-07 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Roz the robot discovers that she is alone on a remote, wild island with no memory of where she is from or why she is there, and her only hope of survival is to try to learn about her new environment from the island's hostile inhabitants.

Synergetic Cooperation between Robots and Humans

Author : Ebrahim Samer El Youssef
Publisher : Springer Nature
ISBN 13 : 3031472721
Total Pages : 443 pages
Book Rating : 4.0/5 (314 download)

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Book Synopsis Synergetic Cooperation between Robots and Humans by : Ebrahim Samer El Youssef

Download or read book Synergetic Cooperation between Robots and Humans written by Ebrahim Samer El Youssef and published by Springer Nature. This book was released on 2024-01-03 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: CLAWAR 2023 is the 26th International Conference Series on Climbing and Walking Robots and Mobile Machine Support Technologies. The conference is organized by CLAWAR Association in collaboration with the Federal University of Santa Catarina, Florianópolis, Brazil, during October 2–4, 2023. This book provides the latest research and development findings and state-of-the-art insights into the mobile robotics and associated technologies in a diverse range of application scenarios, within the framework of “Synergetic Cooperation Between Robots and Humans”. The topics covered include climbing and inspection robots, education in robotics and robotics in education, hybrid and convertible UAVs, legged robots, multibody systems and mechanism design in robotics, planning and control, robotic navigation, robotics and neurotechnologies for healthcare improvements, and simulation and digital twins in robotic applications. The intended readership includes participants of CLAWAR 2023 conference, worldwide researchers, scientists, and educators in the areas of robotics and related topics. The book is also a good source for courses in robotics and automation, control engineering, mechanical engineering, and mechatronics.

Adaptive Mobile Robotics

Author : Abul K. M. Azad
Publisher : World Scientific
ISBN 13 : 9814415944
Total Pages : 904 pages
Book Rating : 4.8/5 (144 download)

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Book Synopsis Adaptive Mobile Robotics by : Abul K. M. Azad

Download or read book Adaptive Mobile Robotics written by Abul K. M. Azad and published by World Scientific. This book was released on 2012 with total page 904 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides state-of-the-art scientific and engineering research findings and developments in the area of mobile robotics and associated support technologies. The book contains peer reviewed articles presented at the CLAWAR 2012 conference. Robots are no longer confined to industrial and manufacturing environments. A great deal of interest is invested in the use of robots outside the factory environment. The CLAWAR conference series, established as a high profile international event, acts as a platform for dissemination of research and development findings and supports such a trend to address the current interest in mobile robotics to meet the needs of mankind in various sectors of the society. These include personal care, public health, services in the domestic, public and industrial environments. The editors of the book have extensive research experience and publications in the area of robotics in general and in mobile robotics specifically, and their experience is reflected in editing the contents of the book.

Human-Robot Interaction in Social Robotics

Author : Takayuki Kanda
Publisher : CRC Press
ISBN 13 : 1466506989
Total Pages : 372 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Human-Robot Interaction in Social Robotics by : Takayuki Kanda

Download or read book Human-Robot Interaction in Social Robotics written by Takayuki Kanda and published by CRC Press. This book was released on 2017-12-19 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human–Robot Interaction in Social Robotics explores important issues in designing a robot system that works with people in everyday environments. Edited by leading figures in the field of social robotics, it draws on contributions by researchers working on the Robovie project at the ATR Intelligent Robotics and Communication Laboratories, a world leader in humanoid interactive robotics. The book brings together, in one volume, technical and empirical research that was previously scattered throughout the literature. Taking a networked robot approach, the book examines how robots work in cooperation with ubiquitous sensors and people over telecommunication networks. It considers the use of social robots in daily life, grounding the work in field studies conducted at a school, train station, shopping mall, and science museum. Critical in the development of network robots, these usability studies allow researchers to discover real issues that need to be solved and to understand what kinds of services are possible. The book tackles key areas where development is needed, namely, in sensor networks for tracking humans and robots, humanoids that can work in everyday environments, and functions for interacting with people. It introduces a sensor network developed by the authors and discusses innovations in the Robovie humanoid, including several interactive behaviors and design policies. Exploring how humans interact with robots in daily life settings, this book offers valuable insight into how robots may be used in the future. The combination of engineering, empirical, and field studies provides readers with rich information to guide in developing practical interactive robots.

Intelligent Robotics and Applications

Author : Huayong Yang
Publisher : Springer Nature
ISBN 13 : 981996492X
Total Pages : 634 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Intelligent Robotics and Applications by : Huayong Yang

Download or read book Intelligent Robotics and Applications written by Huayong Yang and published by Springer Nature. This book was released on 2023-11-16 with total page 634 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 9-volume set LNAI 14267-14275 constitutes the proceedings of the 16th International Conference on Intelligent Robotics and Applications, ICIRA 2023, which took place in Hangzhou, China, during July 5–7, 2023. The 413 papers included in these proceedings were carefully reviewed and selected from 630 submissions. They were organized in topical sections as follows: Part I: Human-Centric Technologies for Seamless Human-Robot Collaboration; Multimodal Collaborative Perception and Fusion; Intelligent Robot Perception in Unknown Environments; Vision-Based Human Robot Interaction and Application. Part II: Vision-Based Human Robot Interaction and Application; Reliable AI on Machine Human Reactions; Wearable Sensors and Robots; Wearable Robots for Assistance, Augmentation and Rehabilitation of Human Movements; Perception and Manipulation of Dexterous Hand for Humanoid Robot. Part III: Perception and Manipulation of Dexterous Hand for Humanoid Robot; Medical Imaging for Biomedical Robotics; Advanced Underwater Robot Technologies; Innovative Design and Performance Evaluation of Robot Mechanisms; Evaluation of Wearable Robots for Assistance and Rehabilitation; 3D Printing Soft Robots. Part IV: 3D Printing Soft Robots; Dielectric Elastomer Actuators for Soft Robotics; Human-like Locomotion and Manipulation; Pattern Recognition and Machine Learning for Smart Robots. Part V: Pattern Recognition and Machine Learning for Smart Robots; Robotic Tactile Sensation, Perception, and Applications; Advanced Sensing and Control Technology for Human-Robot Interaction; Knowledge-Based Robot Decision-Making and Manipulation; Design and Control of Legged Robots. Part VI: Design and Control of Legged Robots; Robots in Tunnelling and Underground Space; Robotic Machining of Complex Components; Clinically Oriented Design in Robotic Surgery and Rehabilitation; Visual and Visual-Tactile Perception for Robotics. Part VII: Visual and Visual-Tactile Perception for Robotics; Perception, Interaction, and Control of Wearable Robots; Marine Robotics and Applications; Multi-Robot Systems for Real World Applications; Physical and Neurological Human-Robot Interaction. Part VIII: Physical and Neurological Human-Robot Interaction; Advanced Motion Control Technologies for Mobile Robots; Intelligent Inspection Robotics; Robotics in Sustainable Manufacturing for Carbon Neutrality; Innovative Design and Performance Evaluation of Robot Mechanisms. Part IX: Innovative Design and Performance Evaluation of Robot Mechanisms; Cutting-Edge Research in Robotics.

Handbook of Research on Design, Control, and Modeling of Swarm Robotics

Author : Tan, Ying
Publisher : IGI Global
ISBN 13 : 1466695730
Total Pages : 889 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Handbook of Research on Design, Control, and Modeling of Swarm Robotics by : Tan, Ying

Download or read book Handbook of Research on Design, Control, and Modeling of Swarm Robotics written by Tan, Ying and published by IGI Global. This book was released on 2015-12-09 with total page 889 pages. Available in PDF, EPUB and Kindle. Book excerpt: Studies on robotics applications have grown substantially in recent years, with swarm robotics being a relatively new area of research. Inspired by studies in swarm intelligence and robotics, swarm robotics facilitates interactions between robots as well as their interactions with the environment. The Handbook of Research on Design, Control, and Modeling of Swarm Robotics is a collection of the most important research achievements in swarm robotics thus far, covering the growing areas of design, control, and modeling of swarm robotics. This handbook serves as an essential resource for researchers, engineers, graduates, and senior undergraduates with interests in swarm robotics and its applications.

Social Robotics

Author : Abderrahmane Kheddar
Publisher : Springer
ISBN 13 : 3319700227
Total Pages : 776 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Social Robotics by : Abderrahmane Kheddar

Download or read book Social Robotics written by Abderrahmane Kheddar and published by Springer. This book was released on 2017-11-13 with total page 776 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 9th International Conference on Social Robotics, ICSR 2016, held in Tsukuba, Japan, in November 2017.The 74 revised full papers presented were carefully reviewed and selected from 110 submissions. The theme of the 2017 conference is: Embodied Interactive Robots. In addition to the technical sessions, ICSR 2017 included four workshops: 1) Social Robot Intelligence for Social Human-Robot Interaction of Service Robots; 2) Human Safety and Comfort in Human-Robot Interactive Social Environments; 3) Modes of Interaction for Social Robots (MISR 2017): Postures, Gestures and Microinteractions; and 4) Religion in Robotics.

Humanoid Service Robots

Author : Moritz Merkle
Publisher : Springer Nature
ISBN 13 : 3658344407
Total Pages : 232 pages
Book Rating : 4.6/5 (583 download)

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Book Synopsis Humanoid Service Robots by : Moritz Merkle

Download or read book Humanoid Service Robots written by Moritz Merkle and published by Springer Nature. This book was released on 2021-06-27 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on four empirical studies, Moritz Merkle examines the introduction of humanoid robots to the frontline service encounter in a customer-centric approach focusing on customer expectations and customer responses. The author identifies desirable robotic behavioral cues and shows that service robots meet great acceptance among customers. After service failures, customers are even more likely to forgive service robots than human employees. Further, he shows how crucial it is to manage customer expectations that depend on cultural dimensions and internal reference categories.

Companion Robots for Older Adults

Author : Sofia Thunberg
Publisher : Linköping University Electronic Press
ISBN 13 : 9180755747
Total Pages : 175 pages
Book Rating : 4.1/5 (87 download)

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Book Synopsis Companion Robots for Older Adults by : Sofia Thunberg

Download or read book Companion Robots for Older Adults written by Sofia Thunberg and published by Linköping University Electronic Press. This book was released on 2024-05-06 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis explores, through a mixed-methods approach, what happens when companion robots are deployed in care homes for older adults by looking at different perspectives from key stakeholders. Nine studies are presented with decision makers in municipalities, care staff and older adults, as participants, and the studies have primarily been carried out in the field in care homes and activity centres, where both qualitative (e.g., observations and workshops) and quantitative data (surveys) have been collected. The thesis shows that companion robots seem to be here to stay and that they can contribute to a higher quality of life for some older adults. It further presents some challenges with a certain discrepancy between what decision makers want and what staff might be able to facilitate. For future research and use of companion robots, it is key to evaluate each robot model and potential use case separately and develop clear routines for how they should be used, and most importantly, let all stakeholders be part of the process. The knowledge contribution is the holistic view of how different actors affect each other when emerging robot technology is introduced in a care environment. Den här avhandlingen utforskar vad som händer när sällskapsrobotar införs på omsorgsboenden för äldre genom att titta på perspektiv från olika intressenter. Nio studier presenteras med kommunala beslutsfattare, vårdpersonal och äldre som deltagare. Studierna har i huvudsak genomförts i fält på särskilda boenden och aktivitetscenter där både kvalitativa- (exempelvis observationer och workshops) och kvantitativa data (enkäter) har samlats in. Avhandlingen visar att sällskapsrobotar verkar vara här för att stanna och att de kan bidra till en högre livskvalitet för vissa äldre. Den visar även på en del utmaningar med en viss diskrepans mellan vad beslutsfattare vill införa och vad personalen har möjlighet att utföra i sitt arbete. För framtida forskning och användning av sällskapsrobotar är det viktigt att utvärdera varje robotmodell och varje användningsområde var för sig och ta fram tydliga rutiner för hur de ska användas, och viktigast av allt, låta alla intressenter vara en del av processen. Kunskapsbidraget med avhandlingen är en helhetssyn på hur olika aktörer påverkar varandra när ny robotteknik introduceras i en vårdmiljö

Our Robots, Ourselves

Author : David A. Mindell
Publisher : Penguin
ISBN 13 : 0698157664
Total Pages : 274 pages
Book Rating : 4.6/5 (981 download)

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Book Synopsis Our Robots, Ourselves by : David A. Mindell

Download or read book Our Robots, Ourselves written by David A. Mindell and published by Penguin. This book was released on 2015-10-13 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt: “[An] essential book… it is required reading as we seriously engage one of the most important debates of our time.”—Sherry Turkle, author of Reclaiming Conversation: The Power of Talk in a Digital Age From drones to Mars rovers—an exploration of the most innovative use of robots today and a provocative argument for the crucial role of humans in our increasingly technological future. In Our Robots, Ourselves, David Mindell offers a fascinating behind-the-scenes look at the cutting edge of robotics today, debunking commonly held myths and exploring the rapidly changing relationships between humans and machines. Drawing on firsthand experience, extensive interviews, and the latest research from MIT and elsewhere, Mindell takes us to extreme environments—high atmosphere, deep ocean, and outer space—to reveal where the most advanced robotics already exist. In these environments, scientists use robots to discover new information about ancient civilizations, to map some of the world’s largest geological features, and even to “commute” to Mars to conduct daily experiments. But these tools of air, sea, and space also forecast the dangers, ethical quandaries, and unintended consequences of a future in which robotics and automation suffuse our everyday lives. Mindell argues that the stark lines we’ve drawn between human and not human, manual and automated, aren’t helpful for understanding our relationship with robotics. Brilliantly researched and accessibly written, Our Robots, Ourselves clarifies misconceptions about the autonomous robot, offering instead a hopeful message about what he calls “rich human presence” at the center of the technological landscape we are now creating.

Foundations of Robotics

Author : Damith Herath
Publisher : Springer Nature
ISBN 13 : 9811919836
Total Pages : 549 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Foundations of Robotics by : Damith Herath

Download or read book Foundations of Robotics written by Damith Herath and published by Springer Nature. This book was released on 2022-09-25 with total page 549 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book introduces key concepts in robotics in an easy to understand language using an engaging project-based approach. It covers contemporary topics in robotics, providing an accessible entry point to fundamentals in all the major domains. A section is dedicated to introducing programming concepts using Python, which has become a language of choice in robotics and AI. The book also introduces the reader to the Robot Operating System (ROS), the ubiquitous software and algorithmic framework used by researchers and the industry. The book provides an inspired, up-to-date and multidisciplinary introduction to robotics in its many forms, including emerging topics related to robotics on Machine Learning, ethics, Human-Robot Interaction, and Design Thinking. The book also includes interviews with industry experts, providing an additional layer of insight into the world of robotics. The book is made open access through the generous support from Kinova Robotics. The book is suitable as an undergraduate textbook in a relevant engineering course. It is also suitable for students in art and design, high school students, and self-learners who would like to explore foundational concepts in robotics. “This book provides the ‘foundation’ for understanding how robots work. It is the accessible introduction that artists and engineers have been waiting for.” - Ken Goldberg, William S. Floyd Jr. Distinguished Chair in Engineering, UC Berkeley.

Social Robotics

Author : Abdulaziz Al Ali
Publisher : Springer Nature
ISBN 13 : 9819987180
Total Pages : 427 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Social Robotics by : Abdulaziz Al Ali

Download or read book Social Robotics written by Abdulaziz Al Ali and published by Springer Nature. This book was released on 2024-01-03 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNAI 14453 and 14454 constitutes the refereed post-conference proceedings of the 15th International Conference on Social Robotics, ICSR 2023, held in Doha, Qatar, during December 4–7, 2023. The 68 revised full papers presented in these proceedings were carefully reviewed and selected from 83 submissions. They deal with topics around the interaction between humans and intelligent robots and on the integration of robots into the fabric of society. This year the special topic is "Human-Robot Collaboration: Sea; Air; Land; Space and Cyberspace”, focusing on all physical and cyber-physical domains where humans and robots collaborate.