Robotic Arm Trajectory Planning Method Using Deep Deterministic Policy Gradient With Hierarchical Memory Structure

Traditional robotic arm path planning methods are mainly carried out in the tool center point operation space, and frequently solve inverse kinematics problems, thus consuming a large number of computational resources. In contrast, the use of positive kinematics for planning in joint space not only...

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Bibliographic Details
Main Authors: Di Zhao, Zhenyu Ding, Wenjie Li, Sen Zhao, Yuhong Du
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10348581/