One Year with Advanced Intelligent Systems

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Artificial intelligence and machine learning have already affected our daily lives, as they enable our smartphones to find that song we were really missing out on or empower commercial websites with the ability to offer us goods we did not know we needed. Industry giants have not been indifferent, actually playing the main role in this technological revolution. Ford and Tesla have focused their efforts towards the development of autonomous vehicles, Intel has recently reported the first brain-inspired computing chip, while only a few months ago, Google controversially announced they have achieved the holy grail of “quantum supremacy”. In the meantime, many other companies worldwide are channeling their efforts towards robotics and automation with the aim to improve the efficiency of their production lines. The impact on our daily lives is and will be massive, going far beyond commercial applications. Assistive social robots show great potential in elderly care or post-traumatic rehabilitation. Facial recognition technology can be used to fight criminal activity. At this particular time, we all hope that the recent progress in bioinformatics will be able to accelerate the development of a vaccine against COVID-19. However, technological breakthroughs come with a price. More specifically, several ethical issues have been identified, generating serious controversy. In a resurgence of the fears that accompanied the previous industrial revolutions, concerns have been raised regarding the automation of jobs, which might cause substantial loss of jobs as human workers are progressively replaced by robots and AI assistants. Autonomous driving presents ethical issues that are being investigated by several research groups worldwide and there are increasing concerns about the misuse of AI-powered mass-surveillance. These technical and ethical issues have arisen in just a short time and addressing them adequately will require massive research efforts. Many research institutes around the globe are now focusing on Intelligent Systems and related topics. National and international funds have been established. Countries like China and the United States have presented R&D strategic plans, planning to invest billions of euro/dollars in those research areas. As a result, the scientific world has observed a burst in the number of relevant published papers. Figure 1 shows the number of articles on Machine Learning and Robotics published since 2000. The Advanced family of journals has been publishing top quality research for more than 30 years, since the launch of Advanced Materials, a leading journal in the field of material science. To catch up with this trend, we launched Advanced Intelligent Systems one year ago with the aim of publishing cutting-edge multi-disciplinary research on all topics relevant to intelligent systems. We aim to address the pressing needs of a rapidly evolving scientific community, while maintaining the same high standards as our sister journal. We accomplish this thanks to the same team of dedicated in-house editors who select articles by relying on a rigorous peer-review process. In addition, the journal benefits from having a top-notch editorial advisory board composed of carefully selected renowned experts providing a balanced diversity in terms of expertise, origin, and gender. Although only one year has elapsed since its launch, Advanced Intelligent Systems has been well-received by the relevant communities around the globe. In the previous twelve issues, we have published papers frommany top scientists working on intelligent systems-related topics, including robotics, artificial intelligence, and neuromorphic computing. The best papers are regularly handpicked and highlighted in our Editors’ Choice virtual issue (see Table 1). Please keep an eye on the Editors’ Choice virtual issue for future entries. The first special issue of Advanced Intelligent Systems, which will focus on Soft Robotics, will be published next month (guest editors: Hamid Marvi, Guo Zhan Lum, and Ian Walker). Two additional special issues, focusing on Soft Bionic Sensors and Space Robotics, are planned for the current year. We wish to thank our readers, authors, reviewers, and board members, whose support and interest enable us to guarantee a constant enhancement to the quality of the journal. 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引用次数: 0

Abstract

Determining what technologies will shape the world over the next ten years is not an easy task. To be successful, innovative technologies must be beneficial on a large scale, help solve outstanding problems, be financially attractive, but also pose minimal ethical issues. In the current landscape, it seems certain that Intelligent Systems will play a central role. “Artificial intelligence”, “autonomous vehicles”, “quantum computing”, and “neuromorphic engineering” have abandoned the niche of the research laboratory, only to increasingly become the subject of wider public discussions. Both public and private research funding on these topics has seen a considerable surge over the last decade. Artificial intelligence and machine learning have already affected our daily lives, as they enable our smartphones to find that song we were really missing out on or empower commercial websites with the ability to offer us goods we did not know we needed. Industry giants have not been indifferent, actually playing the main role in this technological revolution. Ford and Tesla have focused their efforts towards the development of autonomous vehicles, Intel has recently reported the first brain-inspired computing chip, while only a few months ago, Google controversially announced they have achieved the holy grail of “quantum supremacy”. In the meantime, many other companies worldwide are channeling their efforts towards robotics and automation with the aim to improve the efficiency of their production lines. The impact on our daily lives is and will be massive, going far beyond commercial applications. Assistive social robots show great potential in elderly care or post-traumatic rehabilitation. Facial recognition technology can be used to fight criminal activity. At this particular time, we all hope that the recent progress in bioinformatics will be able to accelerate the development of a vaccine against COVID-19. However, technological breakthroughs come with a price. More specifically, several ethical issues have been identified, generating serious controversy. In a resurgence of the fears that accompanied the previous industrial revolutions, concerns have been raised regarding the automation of jobs, which might cause substantial loss of jobs as human workers are progressively replaced by robots and AI assistants. Autonomous driving presents ethical issues that are being investigated by several research groups worldwide and there are increasing concerns about the misuse of AI-powered mass-surveillance. These technical and ethical issues have arisen in just a short time and addressing them adequately will require massive research efforts. Many research institutes around the globe are now focusing on Intelligent Systems and related topics. National and international funds have been established. Countries like China and the United States have presented R&D strategic plans, planning to invest billions of euro/dollars in those research areas. As a result, the scientific world has observed a burst in the number of relevant published papers. Figure 1 shows the number of articles on Machine Learning and Robotics published since 2000. The Advanced family of journals has been publishing top quality research for more than 30 years, since the launch of Advanced Materials, a leading journal in the field of material science. To catch up with this trend, we launched Advanced Intelligent Systems one year ago with the aim of publishing cutting-edge multi-disciplinary research on all topics relevant to intelligent systems. We aim to address the pressing needs of a rapidly evolving scientific community, while maintaining the same high standards as our sister journal. We accomplish this thanks to the same team of dedicated in-house editors who select articles by relying on a rigorous peer-review process. In addition, the journal benefits from having a top-notch editorial advisory board composed of carefully selected renowned experts providing a balanced diversity in terms of expertise, origin, and gender. Although only one year has elapsed since its launch, Advanced Intelligent Systems has been well-received by the relevant communities around the globe. In the previous twelve issues, we have published papers frommany top scientists working on intelligent systems-related topics, including robotics, artificial intelligence, and neuromorphic computing. The best papers are regularly handpicked and highlighted in our Editors’ Choice virtual issue (see Table 1). Please keep an eye on the Editors’ Choice virtual issue for future entries. The first special issue of Advanced Intelligent Systems, which will focus on Soft Robotics, will be published next month (guest editors: Hamid Marvi, Guo Zhan Lum, and Ian Walker). Two additional special issues, focusing on Soft Bionic Sensors and Space Robotics, are planned for the current year. We wish to thank our readers, authors, reviewers, and board members, whose support and interest enable us to guarantee a constant enhancement to the quality of the journal. We hope you continue to enjoy reading Advanced Intelligent Systems!
先进智能系统一年
确定哪些技术将在未来十年塑造世界不是一件容易的事。要想取得成功,创新技术必须在很大程度上有益,帮助解决悬而未决的问题,在经济上有吸引力,但同时也要把道德问题降到最低。在当前的形势下,智能系统似乎肯定会发挥核心作用。“人工智能”、“自动驾驶汽车”、“量子计算”和“神经形态工程”已经放弃了研究实验室的利基,只是越来越多地成为更广泛的公众讨论的主题。在过去十年中,这些课题的公共和私人研究经费都出现了相当大的增长。人工智能和机器学习已经影响了我们的日常生活,因为它们使我们的智能手机能够找到我们真正错过的歌曲,或者使商业网站能够提供我们不知道自己需要的商品。行业巨头并没有无动于衷,实际上在这场技术革命中发挥了主要作用。福特(Ford)和特斯拉(Tesla)已经将精力集中在开发自动驾驶汽车上,英特尔(Intel)最近发布了首款以大脑为灵感的计算芯片,而就在几个月前,苹果(apple)宣布他们已经实现了“量子霸权”的圣杯,这一消息引发了争议。与此同时,世界上许多其他公司都在努力发展机器人和自动化,目的是提高生产线的效率。它对我们日常生活的影响已经并且将会是巨大的,远远超出商业应用。辅助社交机器人在老年人护理或创伤后康复方面显示出巨大的潜力。面部识别技术可用于打击犯罪活动。在这个特殊的时刻,我们都希望生物信息学的最新进展能够加速COVID-19疫苗的开发。然而,技术突破是有代价的。更具体地说,已经确定了几个伦理问题,引起了严重的争议。伴随前几次工业革命而来的担忧再次抬头,人们对工作的自动化提出了担忧,随着人类工人逐渐被机器人和人工智能助手取代,这可能会导致大量工作岗位流失。世界各地的几个研究小组正在调查自动驾驶带来的道德问题,人们越来越担心滥用人工智能驱动的大规模监控。这些技术和伦理问题在很短的时间内出现,要充分解决这些问题需要大量的研究工作。目前,全球许多研究机构都在关注智能系统及其相关课题。已经建立了国家和国际基金。中国和美国等国家已经提出了研发战略计划,计划在这些研究领域投资数十亿欧元/美元。结果,科学界观察到相关论文的发表数量激增。图1显示了自2000年以来发表的关于机器学习和机器人的文章数量。自《先进材料》创刊以来,《先进材料》系列期刊已经发表了30多年的高质量研究成果。《先进材料》是材料科学领域的领先期刊。为了赶上这一趋势,我们在一年前推出了《高级智能系统》,旨在发表与智能系统相关的所有主题的前沿多学科研究。我们的目标是满足快速发展的科学界的迫切需求,同时保持与我们的姐妹期刊相同的高标准。我们之所以能做到这一点,要感谢同样的内部编辑团队,他们通过严格的同行评审过程来选择文章。此外,该杂志还拥有一个由精心挑选的知名专家组成的一流编辑顾问委员会,在专业知识、来源和性别方面提供平衡的多样性。虽然推出至今只有一年的时间,但Advanced Intelligent Systems已经受到了全球相关社区的好评。在过去的12期中,我们发表了许多顶尖科学家在智能系统相关领域的论文,包括机器人、人工智能和神经形态计算。我们会定期精心挑选出最好的论文,并在编辑选择的虚拟期刊中突出显示(见表1)。请关注编辑选择的虚拟期刊,以获取未来的参赛作品。《高级智能系统》的第一期特刊将于下月出版,重点关注软机器人技术(特邀编辑:Hamid Marvi, Guo Zhan Lum和Ian Walker)。另外两期特刊,聚焦于软仿生传感器和空间机器人,计划在今年出版。 我们要感谢我们的读者、作者、审稿人和董事会成员,他们的支持和关心使我们能够保证期刊质量的不断提高。我们希望你继续享受阅读高级智能系统!
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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