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Hailin Ren
Publication Activity (10 Years)
Years Active: 2018-2020
Publications (10 Years): 4
Top Topics
Reinforcement Learning
Inverse Kinematics
Reward Shaping
Agent Learns
Top Venues
Robotics Auton. Syst.
Eng. Appl. Artif. Intell.
IROS
CCIS
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Publications
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Hailin Ren
,
Pinhas Ben-Tzvi
Learning inverse kinematics and dynamics of a robotic manipulator using generative adversarial networks.
Robotics Auton. Syst.
124 (2020)
Hailin Ren
,
Pinhas Ben-Tzvi
Advising reinforcement learning toward scaling agents in continuous control environments with sparse rewards.
Eng. Appl. Artif. Intell.
90 (2020)
Bijo Sebastian
,
Hailin Ren
,
Pinhas Ben-Tzvi
Neural Network Based Heterogeneous Sensor Fusion for Robot Motion Planning.
IROS
(2019)
Xiaoyun Liu
,
Qingrui Zhou
,
Hailin Ren
,
Changhao Sun
Reinforcement Learning for Robot Navigation in Nondeterministic Environments.
CCIS
(2018)