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Quantum Computation in Robotic Science and Applications

机译:机器人科学与应用中的量子计算

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摘要

Using the effects of quantum mechanics for computing challenges has been an often discussed topic for decades. The frequent successes and early products in this area, which we have seen in recent years, indicate that we are currently entering a new era of computing. This paradigm shift will also impact the work of robotic scientists and the applications of robotics. New possibilities as well as new approaches to known problems will enable the creation of even more powerful and intelligent robots that make use of quantum computing cloud services or co-processors. In this position paper, we discuss potential application areas and also point out open research topics in quantum computing for robotics. We go into detail on the impact of quantum computing in artificial intelligence and machine learning, sensing and perception, kinematics as well as system diagnosis. For each topic we point out where quantum computing could be applied based on results from current research.
机译:几十年来,利用量子力学的影响来计算挑战一直是一个经常讨论的话题。近年来,我们在该领域取得的成功和早期产品表明,我们正在进入计算的新时代。这种范式的转变还将影响机器人科学家的工作和机器人技术的应用。解决已知问题的新可能性和新方法将使创建利用量子计算云服务或协处理器的功能更强大的智能机器人成为可能。在本立场文件中,我们讨论了潜在的应用领域,并指出了机器人量子计算中的开放性研究主题。我们将详细介绍量子计算在人工智能和机器学习,传感和感知,运动学以及系统诊断中的影响。对于每个主题,我们指出根据当前研究结果可以在哪里应用量子计算。

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