Reinforcement Learning-Based Satellite Attitude Stabilization Method for Non-Cooperative Target Capturing

Reinforcement Learning-Based Satellite Attitude Stabilization Method for Non-Cooperative Target Capturing

When a satellite performs complex tasks such as discarding a payload or capturing a non-cooperative target, it will encounter sudden changes in the attitude and mass parameters, causing unstable flying and rolling of the satellite. In such circumstances, the change of the movement and mass character...

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Bibliographic Details
Main Authors: Zhong Ma, Yuejiao Wang, Yidai Yang, Zhuping Wang, Lei Tang, Stephen Ackland
Format: Article
Language:English
Published: MDPI AG 2018-12-01
Series:Sensors
Subjects:
deep reinforcement learning
satellite attitude control
dynamic environment
Deep Q Network
parametric uncertainty
Online Access:https://www.mdpi.com/1424-8220/18/12/4331

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https://www.mdpi.com/1424-8220/18/12/4331

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