Improved QT-Opt Algorithm for Robotic Arm Grasping Based on Offline Reinforcement Learning

Reinforcement learning plays a crucial role in the field of robotic arm grasping, providing a promising approach for the development of intelligent and adaptive grasping strategies. Due to distribution shift and local optimum in action, traditional online reinforcement learning is difficult to use e...

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Bibliographic Details
Main Authors: Haojun Zhang, Sheng Zeng, Yaokun Hou, Haojie Huang, Zhezhuang Xu
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Machines
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Online Access:https://www.mdpi.com/2075-1702/13/6/451
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