探索人工智能与移动社交智能机器人:2018年进展

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"《从人工智能到机器人:移动、社交与感知机器人》是Arkapravo Bhaumik在2018年撰写的一本探讨机器人技术发展的重要著作。该书深入分析了机器人领域的多个关键领域,从早期移动机器人的探索,如Walter's turtles和斯坦福大学的Shakey机器人,到现代移动机器人技术的现状。作者还关注了机器人技术对文化和社会的影响,包括科幻、娱乐、医疗手术以及军事应用,同时提出了对于机器人是否会构成人类威胁的哲学思考。 章节一,"早期的移动机器人",回顾了机器人技术的历史起源,讲述了Walter's turtles如何开启了一个全新的研究领域,以及Stanford Cart如何通过早期的自主移动实验奠定了基础。这一章强调了早期设计者们的创新精神和挑战。 在章节二," Embodied AI:控制真菌吞噬者的寓言",作者探讨了从纯粹的AI到赋予机器人自主能力的转变。"Agent"的概念在这里被详细阐述,解释了如何使机器人具备执行任务的能力。Toda's model for fungueaters展示了如何通过实体化(embodied)的方式让AI具有更加直观和有效的表现形式。 该书不仅提供了技术层面的深入剖析,还涵盖了社会和文化层面对机器人技术的接纳与担忧,引导读者思考人工智能与机器人伦理的边界。整体上,这本书为读者呈现了一个全面而前瞻性的视角,探讨了人工智能和机器人学之间的交融,以及它们对未来社会生活可能产生的深远影响。"
2018-04-08 上传
Since Walter’s Turtles, technology has come a long way and we can now boast of state-of-the-art robots, such as ASIMO, PR2, NaO and Pepper. My interest in this field of study, which has taken on obsessive proportions, is due to my academic background, my participation in various open source robotic communities (Player/Stage, ROS, MORSE etc.), my teaching assignments and projects with my students and above all, a child-like desire to make robots. Not withstanding my personal desire to put together nearly all that I have learnt over the last ten years, robotics and AI truly stand to change the world as we know it. In this text spanning ten chapters, I have looked to various researchers; Braitenberg, Dennett, Brooks, Arkin, Murphy, Winfield, Vaughan, Dudek, Dorigo, Sahin, Bekey, Abney, Wendell, Takeno, Bringsjord and the Andersons, as those who have had a lasting impression on me and have shown me the proverbial light to the correct path. Other than these academic influences and motivation, science fiction, particularly Isaac Asimov, Philip K. Dick, Arthur C. Clarke, Cory Doctorow, Peter Watts etc., led me to engaging queries on various aspects of AI and robots and their influence on human society and helped me to illustrate ideas in the later chapters. Furthermore, I have been influenced by and have enjoyed a long list of movies, among which are iconic robot movies such as, Wall-E, IRobot and cult classics, such as The Metropolis, Blade Runner and West World, and the more recent ones, such as Interstellar, Real Steel, Robot and Frank, Big Hero 6 and Ex-Machina. This text is meant for undergraduate students and may also serve as a reference for graduate students. It attempts to introduce the reader to what has been achieved in agent-based robotics over the last four decades, the ways we can implement such concepts with easily available electronics and open source tools, multirobot teams, swarm robotics and human robot interaction, as well as the efforts to develop artificial consciousness in robots. The last chapter is on the future of AI and robotics in the foreshadow of the prophecies of super intelligent AI and technological singularity.
2019-01-15 上传
From AI to Robotics: Mobile, Social, and Sentient Robots By 作者: Arkapravo Bhaumik ISBN-10 书号: 1482251477 ISBN-13 书号: 9781482251470 Edition 版本: 1 出版日期: 2018-03-01 pages 页数: 430 From AI to Robotics: Mobile, Social, and Sentient Robots is a journey into the world of agent-based robotics and it covers a number of interesting topics, both in the theory and practice of the discipline. The book traces the earliest ideas for autonomous machines to the mythical lore of ancient Greece and ends the last chapter with a debate on a prophecy set in the apparent future, where human beings and robots/technology may merge to create superior beings – the era of transhumanism. Throughout the text, the work of leading researchers is presented in depth, which helps to paint the socio-economic picture of how robots are transforming our world and will continue to do so. This work is presented along with the influences and ideas from futurists, such as Asimov, Moravec, Lem, Vinge, and of course Kurzweil. The book furthers the discussion with concepts of Artificial Intelligence and how it manifests in robotic agents. Discussions across various topics are presented in the book, including control paradigm, navigation, software, multi-robot systems, swarm robotics, robots in social roles, and artificial consciousness in robots. These discussions help to provide an overall picture of current day agent- based robotics and its prospects for the future. Examples of software and implementation in hardware are covered in Chapter 5 to encourage the imagination and creativity of budding robot enthusiasts. The book addresses several broad themes, such as AI in theory versus applied AI for robots, concepts of anthropomorphism, embodiment and situatedness, extending theory of psychology and animal behavior to robots, and the proposal that in the future, AI may be the new definition of science. Behavior-based robotics is covered in Chapter 2 and retells the debate between deliberative and reactive approaches. The text reiterates that the effort of modern day robotics is to replicate human-like intelligence and behavior, and the tools that a roboticist has at his or her disposal are open source software, which is often powered by crowd-sourcing. Open source meta-projects, such as Robot Operating System (ROS), etc. are briefly discussed in Chapter 5. The ideas and themes presented in the book are supplemented with cartoons, images, schematics and a number of special sections to make the material engaging for the reader. Designed for robot enthusiasts – researchers, students, or the hobbyist, this comprehensive book will entertain and inspire anyone interested in the exciting world of robots.