Robotics, Autonomous Systems and Contemporary International Security

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Author :
Publisher : Routledge
ISBN 13 : 1000287106
Total Pages : 218 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis Robotics, Autonomous Systems and Contemporary International Security by : Ash Rossiter

Download or read book Robotics, Autonomous Systems and Contemporary International Security written by Ash Rossiter and published by Routledge. This book was released on 2020-12-17 with total page 218 pages. Available in PDF, EPUB and Kindle. Book excerpt: Rapid technological advances in the field of robotics and autonomous systems (RAS) are transforming the international security environment and the conduct of contemporary conflict. Bringing together leading experts from across the globe, this book provides timely analysis on the current and future challenges associated with greater utilization of RAS by states, their militaries, and a host of non-state actors. Technologically driven change in the international security environment can come about through the development of one significant technology, such as the atomic bomb. At other times, it results from several technologies maturing at roughly the same pace. This second image better reflects the rapid technological change that is taking us into the robotics age. Many of the chapters in this edited volume explore unresolved ethical, legal, and operational challenges that are only likely to become more complex as RAS technology matures. Though the precise ways in which the impact of autonomous systems – both physical and non-physical – will be felt in the long-run is hidden from us, attempting to anticipate the direction of travel remains an important undertaking and one that this book makes a critical effort to contend with. The chapters in this book were originally published as a special issue of the journal Small Wars & Insurgencies.

Robotics and Military Operations

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Author :
Publisher : Alpha Edition
ISBN 13 : 9789352977574
Total Pages : 74 pages
Book Rating : 4.9/5 (775 download)

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Book Synopsis Robotics and Military Operations by : William G. Braun III

Download or read book Robotics and Military Operations written by William G. Braun III and published by Alpha Edition. This book was released on 2019-01-16 with total page 74 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the wake of two extended wars, Western militaries find themselves looking to the future while confronting amorphous nonstate threats and shrinking defense budgets. The 2015 Kingston Conference on International Security (KCIS) examined how robotics and autonomous systems that enhance soldier effectiveness may offer attractive investment opportunities for developing a more efficient force capable of operating effectively in the future environment. This monograph offers 3 chapters derived from the KCIS and explores the drivers influencing strategic choices associated with these technologies and offers preliminary policy recommendations geared to advance a comprehensive technology investment strategy. In addition, the publication offers insight into the ethical challenges and potential positive moral implications of using robots on the modern battlefield.

Robotics and Military Operations

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Author :
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781720669463
Total Pages : 72 pages
Book Rating : 4.6/5 (694 download)

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Book Synopsis Robotics and Military Operations by : William Braun

Download or read book Robotics and Military Operations written by William Braun and published by Createspace Independent Publishing Platform. This book was released on 2018-06-04 with total page 72 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the wake of two extended wars, Western militaries find themselves looking to the future while confronting amorphous nonstate threats and shrinking defense budgets. The 2015 Kingston Conference on International Security (KCIS) examined how robotics and autonomous systems that enhance soldier effectiveness may offer attractive investment opportunities for developing a more efficient force capable of operating effectively in the future environment. This monograph offers 3 chapters derived from the KCIS and explores the drivers influencing strategic choices associated with these technologies and offers preliminary policy recommendations geared to advance a comprehensive technology investment strategy. In addition, the publication offers insight into the ethical challenges and potential positive moral implications of using robots on the modern battlefield.

Intelligent Autonomous Systems 12

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3642339328
Total Pages : 875 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Intelligent Autonomous Systems 12 by : Sukhan Lee

Download or read book Intelligent Autonomous Systems 12 written by Sukhan Lee and published by Springer Science & Business Media. This book was released on 2012-10-17 with total page 875 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent autonomous systems are emerged as a key enabler for the creation of a new paradigm of services to humankind, as seen by the recent advancement of autonomous cars licensed for driving in our streets, of unmanned aerial and underwater vehicles carrying out hazardous tasks on-site, and of space robots engaged in scientific as well as operational missions, to list only a few. This book aims at serving the researchers and practitioners in related fields with a timely dissemination of the recent progress on intelligent autonomous systems, based on a collection of papers presented at the 12th International Conference on Intelligent Autonomous Systems, held in Jeju, Korea, June 26-29, 2012. With the theme of “Intelligence and Autonomy for the Service to Humankind, the conference has covered such diverse areas as autonomous ground, aerial, and underwater vehicles, intelligent transportation systems, personal/domestic service robots, professional service robots for surgery/rehabilitation, rescue/security and space applications, and intelligent autonomous systems for manufacturing and healthcare. This volume 2 includes contributions devoted to Service Robotics and Human-Robot Interaction and Autonomous Multi-Agent Systems and Life Engineering.

Space Robotics and Autonomous Systems

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Author :
Publisher : IET
ISBN 13 : 1839532254
Total Pages : 485 pages
Book Rating : 4.8/5 (395 download)

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Book Synopsis Space Robotics and Autonomous Systems by : Yang Gao

Download or read book Space Robotics and Autonomous Systems written by Yang Gao and published by IET. This book was released on 2021-08-24 with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited book covers space robotics and autonomous systems (space RAS) from technologies to advances and applications including sensing and perception, mobility, manipulations, high-level autonomy, human-robot interaction, multi-modal interaction, modelling and simulation, and safety and trust.

Lethal Autonomous Weapons

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Author :
Publisher : Oxford University Press, USA
ISBN 13 : 0197546048
Total Pages : 321 pages
Book Rating : 4.1/5 (975 download)

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Book Synopsis Lethal Autonomous Weapons by : Jai Galliott

Download or read book Lethal Autonomous Weapons written by Jai Galliott and published by Oxford University Press, USA. This book was released on 2021-01-19 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Because of the increasing use of Unmanned Aerial Vehicles (UAVs, also commonly known as drones) in various military and para-military (i.e., CIA) settings, there has been increasing debate in the international community as to whether it is morally and ethically permissible to allow robots (flying or otherwise) the ability to decide when and where to take human life. In addition, there has been intense debate as to the legal aspects, particularly from a humanitarian law framework. In response to this growing international debate, the United States government released the Department of Defense (DoD) 3000.09 Directive (2011), which sets a policy for if and when autonomous weapons would be used in US military and para-military engagements. This US policy asserts that only "human-supervised autonomous weapon systems may be used to select and engage targets, with the exception of selecting humans as targets, for local defense ...". This statement implies that outside of defensive applications, autonomous weapons will not be allowed to independently select and then fire upon targets without explicit approval from a human supervising the autonomous weapon system. Such a control architecture is known as human supervisory control, where a human remotely supervises an automated system (Sheridan 1992). The defense caveat in this policy is needed because the United States currently uses highly automated systems for defensive purposes, e.g., Counter Rocket, Artillery, and Mortar (C-RAM) systems and Patriot anti-missile missiles. Due to the time-critical nature of such environments (e.g., soldiers sleeping in barracks within easy reach of insurgent shoulder-launched missiles), these automated defensive systems cannot rely upon a human supervisor for permission because of the short engagement times and the inherent human neuromuscular lag which means that even if a person is paying attention, there is approximately a half-second delay in hitting a firing button, which can mean the difference for life and death for the soldiers in the barracks. So as of now, no US UAV (or any robot) will be able to launch any kind of weapon in an offensive environment without human direction and approval. However, the 3000.09 Directive does contain a clause that allows for this possibility in the future. This caveat states that the development of a weapon system that independently decides to launch a weapon is possible but first must be approved by the Under Secretary of Defense for Policy (USD(P)); the Under Secretary of Defense for Acquisition, Technology, and Logistics (USD(AT&L)); and the Chairman of the Joint Chiefs of Staff. Not all stakeholders are happy with this policy that leaves the door open for what used to be considered science fiction. Many opponents of such uses of technologies call for either an outright ban on autonomous weaponized systems, or in some cases, autonomous systems in general (Human Rights Watch 2013, Future of Life Institute 2015, Chairperson of the Informal Meeting of Experts 2016). Such groups take the position that weapons systems should always be under "meaningful human control," but do not give a precise definition of what this means. One issue in this debate that often is overlooked is that autonomy is not a discrete state, rather it is a continuum, and various weapons with different levels of autonomy have been in the US inventory for some time. Because of these ambiguities, it is often hard to draw the line between automated and autonomous systems. Present-day UAVs use the very same guidance, navigation and control technology flown on commercial aircraft. Tomahawk missiles, which have been in the US inventory for more than 30 years, are highly automated weapons with accuracies of less than a meter. These offensive missiles can navigate by themselves with no GPS, thus exhibiting some autonomy by today's definitions. Global Hawk UAVs can find their way home and land on their own without any human intervention in the case of a communication failure. The growth of the civilian UAV market is also a critical consideration in the debate as to whether these technologies should be banned outright. There is a $144.38B industry emerging for the commercial use of drones in agricultural settings, cargo delivery, first response, commercial photography, and the entertainment industry (Adroit Market Research 2019) More than $100 billion has been spent on driverless car development (Eisenstein 2018) in the past 10 years and the autonomy used in driverless cars mirrors that inside autonomous weapons. So, it is an important distinction that UAVs are simply the platform for weapon delivery (autonomous or conventional), and that autonomous systems have many peaceful and commercial uses independent of military applications"--

The Disruptive Impact of Lethal Autonomous Weapons Systems Diffusion

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Author :
Publisher : Routledge
ISBN 13 : 1000469026
Total Pages : 186 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis The Disruptive Impact of Lethal Autonomous Weapons Systems Diffusion by : Austin Wyatt

Download or read book The Disruptive Impact of Lethal Autonomous Weapons Systems Diffusion written by Austin Wyatt and published by Routledge. This book was released on 2021-11-04 with total page 186 pages. Available in PDF, EPUB and Kindle. Book excerpt: Challenging the focus on great powers in the international debate, this book explores how rising middle power states are engaging with emerging major military innovations and analyses how this will affect the stability and security of the Indo Pacific. Presenting a data-based analysis of how middle power actors in the Indo-Pacific are responding to the emergence of military Artificial Intelligence and Killer Robots, the book asserts that continuing to exclude non-great power actors from our thinking in this field enables the dangerous diffusion of Lethal Autonomous Weapon Systems (LAWS) to smaller states and terrorist groups, and demonstrates the disruptive effects of these military innovations on the balance of power in the Indo-Pacific. Offering a detailed analysis of the resource capacities of China, United States, Singapore and Indonesia, it shows how major military innovation acts as a circuit breaker between competitor states disrupting the conventional superiority of the dominant hegemonic state and giving a successful adopter a distinct advantage over their opponent. This book will appeal to researchers, end-users in the military and law enforcement communities, and policymakers. It will also be a valuable resource for researchers interested in strategic stability for the broader Asia-Pacific and the role of middle power states in hegemonic power transition and conflict.

Intelligent Autonomous Systems 12

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3642339263
Total Pages : 876 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Intelligent Autonomous Systems 12 by : Sukhan Lee

Download or read book Intelligent Autonomous Systems 12 written by Sukhan Lee and published by Springer Science & Business Media. This book was released on 2012-11-02 with total page 876 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent autonomous systems are emerged as a key enabler for the creation of a new paradigm of services to humankind, as seen by the recent advancement of autonomous cars licensed for driving in our streets, of unmanned aerial and underwater vehicles carrying out hazardous tasks on-site, and of space robots engaged in scientific as well as operational missions, to list only a few. This book aims at serving the researchers and practitioners in related fields with a timely dissemination of the recent progress on intelligent autonomous systems, based on a collection of papers presented at the 12th International Conference on Intelligent Autonomous Systems, held in Jeju, Korea, June 26-29, 2012. With the theme of “Intelligence and Autonomy for the Service to Humankind, the conference has covered such diverse areas as autonomous ground, aerial, and underwater vehicles, intelligent transportation systems, personal/domestic service robots, professional service robots for surgery/rehabilitation, rescue/security and space applications, and intelligent autonomous systems for manufacturing and healthcare. This volume 1 includes contributions devoted to Autonomous Ground Vehicles and Mobile Manipulators, as well as Unmanned Aerial and Underwater Vehicles and Bio-inspired Robotics.

Autonomy and Artificial Intelligence: A Threat or Savior?

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Author :
Publisher : Springer
ISBN 13 : 3319597191
Total Pages : 318 pages
Book Rating : 4.3/5 (195 download)

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Book Synopsis Autonomy and Artificial Intelligence: A Threat or Savior? by : W.F. Lawless

Download or read book Autonomy and Artificial Intelligence: A Threat or Savior? written by W.F. Lawless and published by Springer. This book was released on 2017-08-24 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores how Artificial Intelligence (AI), by leading to an increase in the autonomy of machines and robots, is offering opportunities for an expanded but uncertain impact on society by humans, machines, and robots. To help readers better understand the relationships between AI, autonomy, humans and machines that will help society reduce human errors in the use of advanced technologies (e.g., airplanes, trains, cars), this edited volume presents a wide selection of the underlying theories, computational models, experimental methods, and field applications. While other literature deals with these topics individually, this book unifies the fields of autonomy and AI, framing them in the broader context of effective integration for human-autonomous machine and robotic systems. The contributions, written by world-class researchers and scientists, elaborate on key research topics at the heart of effective human-machine-robot-systems integration. These topics include, for example, computational support for intelligence analyses; the challenge of verifying today’s and future autonomous systems; comparisons between today’s machines and autism; implications of human information interaction on artificial intelligence and errors; systems that reason; the autonomy of machines, robots, buildings; and hybrid teams, where hybrid reflects arbitrary combinations of humans, machines and robots. The contributors span the field of autonomous systems research, ranging from industry and academia to government. Given the broad diversity of the research in this book, the editors strove to thoroughly examine the challenges and trends of systems that implement and exhibit AI; the social implications of present and future systems made autonomous with AI; systems with AI seeking to develop trusted relationships among humans, machines, and robots; and the effective human systems integration that must result for trust in these new systems and their applications to increase and to be sustained.

Intelligent Autonomous Systems 14

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Author :
Publisher : Springer
ISBN 13 : 3319480367
Total Pages : 1172 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Intelligent Autonomous Systems 14 by : Weidong Chen

Download or read book Intelligent Autonomous Systems 14 written by Weidong Chen and published by Springer. This book was released on 2017-02-10 with total page 1172 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the latest research advances, innovations, and visions in the field of robotics as presented by leading researchers, engineers, and practitioners from around the world at the 14th International Conference on Intelligent Autonomous Systems (IAS-14), held in Shanghai, China in July 2016. The contributions amply demonstrate that robots, machines and systems are rapidly achieving intelligence and autonomy, attaining more and more capabilities such as mobility and manipulation, sensing and perception, reasoning, and decision-making. They cover a wide range of research results and applications, and particular attention is paid to the emerging role of autonomous robots and intelligent systems in industrial production, which reflects their maturity and robustness. The contributions were selected by means of a rigorous peer-review process and highlight many exciting and visionary ideas that will further galvanize the research community and spur novel research directions. The series of biennial IAS conferences, which began in 1986, represents a premiere event in the field of robotics.

Distributed Autonomous Robotic Systems

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Publisher : Springer
ISBN 13 : 3319730088
Total Pages : 697 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Distributed Autonomous Robotic Systems by : Roderich Groß

Download or read book Distributed Autonomous Robotic Systems written by Roderich Groß and published by Springer. This book was released on 2018-03-13 with total page 697 pages. Available in PDF, EPUB and Kindle. Book excerpt: Distributed robotics is an interdisciplinary and rapidly growing area, combining research in computer science, communication and control systems, and electrical and mechanical engineering. Distributed robotic systems can autonomously solve complex problems while operating in highly unstructured real-world environments. They are expected to play a major role in addressing future societal needs, for example, by improving environmental impact assessment, food supply, transportation, manufacturing, security, and emergency and rescue services. The goal of the International Symposium on Distributed Autonomous Robotic Systems (DARS) is to provide a forum for scientific advances in the theory and practice of distributed autonomous robotic systems. This volume of proceedings include 47 original contributions presented at the 13th International Symposium on Distributed Autonomous Robotic Systems (DARS 2016), which was held at the Natural History Museum in London, UK, from November 7th to 9th, 2016. The selected papers in this volume are authored by leading researchers from around the world, thereby providing a broad coverage and perspective of the state-of-the-art technologies, algorithms, system architectures, and applications in distributed robotic systems. The book is organized into seven parts, representative of critical long-term and emerging research thrusts in the multi-robot community: Distributed Coverage and Exploration; Multi-Robot Control; Multi-Robot Estimation; Multi-Robot Planning; Modular Robots and Smart Materials; Swarm Robotics; and Multi-Robot Systems in Applications.

Global Perspectives on Robotics and Autonomous Systems: Development and Applications

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Author :
Publisher : IGI Global
ISBN 13 : 1668477939
Total Pages : 423 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Global Perspectives on Robotics and Autonomous Systems: Development and Applications by : Habib, Maki K.

Download or read book Global Perspectives on Robotics and Autonomous Systems: Development and Applications written by Habib, Maki K. and published by IGI Global. This book was released on 2023-08-01 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is an increasing demand to develop intelligent robotics and autonomous systems to deal with dynamically changing and complex, unstructured, and unpredictable environments. Such robots should be able to handle task varieties, environment dynamics and goal variations, and their complexity. This also highlights the need for having intelligent robotics and autonomous systems with capabilities assuring reliable and robust functions resolving real-time complex problems that are associated with many applications across diverse domains. This requires unconventional ways to develop creative and innovative, energy-efficient, and eco- and environmentally friendly solutions that consider new ways of creative thinking while drawing inspiration from nature as a model leading to creating new designs, intelligent systems, intelligent structures/mechanisms, reconfigurability, and more. Global Perspectives on Robotics and Autonomous Systems: Development and Applications describes the evolution of robotics and autonomous systems, their development, their technologies, and their applications. This book discusses the concept of autonomy, requirements, and its role in shaping the behavior of these robots so that they can make their own effective and safe decisions and act on them reliably while assuring real-life requirements. Covering topics such as digital transformation, fused deposition modeling (FDM), and organizational unbundling process, this premier reference source is an essential resource for engineers, computer scientists, industry professionals, manufacturers, smart systems developers, data analysts, students and educators of higher educations, researchers, and academicians.

Intelligent Autonomous Systems 10

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Author :
Publisher : IOS Press
ISBN 13 : 1586038877
Total Pages : 440 pages
Book Rating : 4.5/5 (86 download)

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Book Synopsis Intelligent Autonomous Systems 10 by : Wolfram Burgard

Download or read book Intelligent Autonomous Systems 10 written by Wolfram Burgard and published by IOS Press. This book was released on 2008 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: The International Conference on Intelligent Autonomous Systems (IAS) conference brings together leading researchers interested in all aspects of autonomy and adaptivity of artificial systems. This book contains the proceedings of the tenth IAS in Baden Baden, Germany.

Distributed Autonomous Robotic Systems

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Author :
Publisher : Springer
ISBN 13 : 3642327230
Total Pages : 612 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Distributed Autonomous Robotic Systems by : Alcherio Martinoli

Download or read book Distributed Autonomous Robotic Systems written by Alcherio Martinoli and published by Springer. This book was released on 2012-09-05 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: Distributed robotics is a rapidly growing, interdisciplinary research area lying at the intersection of computer science, communication and control systems, and electrical and mechanical engineering. The goal of the Symposium on Distributed Autonomous Robotic Systems (DARS) is to exchange and stimulate research ideas to realize advanced distributed robotic systems. This volume of proceedings includes 43 original contributions presented at the Tenth International Symposium on Distributed Autonomous Robotic Systems (DARS 2010), which was held in November 2010 at the École Polytechnique Fédérale de Lausanne (EPFL), Switzerland. The selected papers in this volume are authored by leading researchers from Asia, Europa, and the Americas, thereby providing a broad coverage and perspective of the state-of-the-art technologies, algorithms, system architectures, and applications in distributed robotic systems. The book is organized into four parts, each representing one critical and long-term research thrust in the multi-robot community: distributed sensing (Part I); localization, navigation, and formations (Part II); coordination algorithms and formal methods (Part III); modularity, distributed manipulation, and platforms (Part IV).

Emerging Technologies and International Security

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Author :
Publisher : Routledge
ISBN 13 : 1000284530
Total Pages : 296 pages
Book Rating : 4.0/5 (2 download)

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Book Synopsis Emerging Technologies and International Security by : Reuben Steff

Download or read book Emerging Technologies and International Security written by Reuben Steff and published by Routledge. This book was released on 2020-11-25 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a multidisciplinary analysis of emerging technologies and their impact on the new international security environment across three levels of analysis. While recent technological developments, such as Artificial Intelligence (AI), robotics and automation, have the potential to transform international relations in positive ways, they also pose challenges to peace and security and raise new ethical, legal and political questions about the use of power and the role of humans in war and conflict. This book makes a contribution to these debates by considering emerging technologies across three levels of analysis: (1) the international system (systemic level) including the balance of power; (2) the state and its role in international affairs and how these technologies are redefining and challenging the state’s traditional roles; and (3) the relationship between the state and society, including how these technologies affect individuals and non-state actors. This provides specific insights at each of these levels and generates a better understanding of the connections between the international and the local when it comes to technological advance across time and space The chapters examine the implications of these technologies for the balance of power, examining the strategies of the US, Russia, and China to harness AI, robotics and automation (and how their militaries and private corporations are responding); how smaller and less powerful states and non-state actors are adjusting; the political, ethical and legal implications of AI and automation; what these technologies mean for how war and power is understood and utilized in the 21st century; and how these technologies diffuse power away from the state to society, individuals and non-state actors. This volume will be of much interest to students of international security, science and technology studies, law, philosophy, and international relations.

Intelligent Autonomous Systems 15

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Author :
Publisher : Springer
ISBN 13 : 3030013707
Total Pages : 985 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Intelligent Autonomous Systems 15 by : Marcus Strand

Download or read book Intelligent Autonomous Systems 15 written by Marcus Strand and published by Springer. This book was released on 2018-12-31 with total page 985 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the latest advances and research achievements in the fields of autonomous robots and intelligent systems, presented at the IAS-15 conference, held in Baden-Baden, Germany, in June 2018. It brings together contributions from researchers, engineers and practitioners from all over the world on the main trends of robotics: navigation, path planning, robot vision, human detection, and robot design – as well as a wide range of applications. This installment of the conference reflects the rise of machine learning and deep learning in the robotics field, as employed in a variety of applications and systems. All contributions were selected using a rigorous peer-review process to ensure their scientific quality. The series of biennial IAS conferences was started in 1986: since then, it has become an essential venue for the robotics community.

Intelligent Autonomous Systems 7

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Author :
Publisher : IOS Press
ISBN 13 : 9781586032395
Total Pages : 442 pages
Book Rating : 4.0/5 (323 download)

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Book Synopsis Intelligent Autonomous Systems 7 by : Maria Gini

Download or read book Intelligent Autonomous Systems 7 written by Maria Gini and published by IOS Press. This book was released on 2002 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of the Seventh International Conference on Intelligent Autonomous Systems (IAS-7) was to exchange and stimulate research ideas that make future robots and systems more intelligent and autonomous. This volume of proceedings contains 71 technical papers by authors from 15 countries.