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A Reinforcement Learning-Based Framework for Robot Manipulation Skill Acquisition

This paper studies robot manipulation skill acquisition based on a proposed reinforcement learning framework. Robot can learn policy autonomously by interacting with environment with a better learning efficiency. Aiming at the manipulator operation task, a reward function design method based on obje...

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書誌詳細
主要な著者: Dong Liu, Zitu Wang, Binpeng Lu, Ming Cong, Honghua Yu, Qiang Zou
フォーマット: Artigo
言語:Inglês
出版事項: IEEE 2020-01-01
シリーズ:IEEE Access
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オンライン・アクセス:https://ieeexplore.ieee.org/document/9112186/
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