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基于协同马尔可夫决策过程系统的人机共适应界面【英文版】.pdf |
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英文标题:Human Machine Co-adaption Interface via Cooperation Markov Decision Process System中文摘要:本文提出了一种基于模型的强化学习的方法,即协同适应 MDPs 模型,可用于人机界面和康复系统中,可以提高用户(患者)和机器(机器人助手)的表现效果,并强调了用户与机器之间的协同适应过程。英文摘要:This paper aims to develop a new human-machine interface to improverehabilitation performance from the perspective of both the user (patient) andthe machine (robot) by introducing the co-adaption techniques via model-basedreinforcement learning. Previous studies focus more on robot assistance, i.e.,to improv
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