Real–Sim–Real Transfer for Real-World Robot Control Policy Learning with Deep Reinforcement Learning
Liu, Naijun, Cai, Yinghao, Lu, Tao, Wang, Rui, Wang, Shuo
Published in Applied sciences (01.03.2020)
Published in Applied sciences (01.03.2020)
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Journal Article
Skill enhancement learning with knowledge distillation
Liu, Naijun, Sun, Fuchun, Fang, Bin, Liu, Huaping
Published in Science China. Information sciences (01.08.2024)
Published in Science China. Information sciences (01.08.2024)
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Journal Article
Using digital twin to enhance Sim2real transfer for reinforcement learning in 3C assembly
Mu, Weiwen, Chen, Wenbai, Zhou, Huaidong, Liu, Naijun, Shi, Haobin, Li, Jingchen
Published in Industrial robot (26.01.2024)
Published in Industrial robot (26.01.2024)
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Journal Article
Digital-Twin-Assisted Skill Learning for 3C Assembly Tasks
Sun, Fuchun, Liu, Naijun, Wang, Xinzhou, Sun, Ruize, Miao, Shengyi, Kang, Zengxin, Fang, Bin, Liu, Huaping, Zhao, Yongjia, Huang, Haiming
Published in IEEE transactions on cybernetics (01.07.2024)
Published in IEEE transactions on cybernetics (01.07.2024)
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Journal Article
Robot teleoperation system based on SVDD
Bao Xi, Naijun Liu, Tao Lu, Jinyan Lu, Yinghao Cai, Shuo Wang
Published in 2017 Chinese Automation Congress (CAC) (01.10.2017)
Published in 2017 Chinese Automation Congress (CAC) (01.10.2017)
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Conference Proceeding
Study on K0 Characteristics of Unsaturated Loess Under Isotropic Stress Path
Jia, Yajun, Chen, Cunli, Liu, Naijun
Published in IOP conference series. Earth and environmental science (01.07.2019)
Published in IOP conference series. Earth and environmental science (01.07.2019)
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Journal Article
Real-world Robot Reaching Skill Learning Based on Deep Reinforcement Learning
Liu, Naijun, Lu, Tao, Cai, Yinghao, Wang, Rui, Wang, Shuo
Published in 2020 Chinese Control And Decision Conference (CCDC) (01.08.2020)
Published in 2020 Chinese Control And Decision Conference (CCDC) (01.08.2020)
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Conference Proceeding