Guidance Design for Escape Flight Vehicle Using Evolution Strategy Enhanced Deep Reinforcement Learning

Guidance commands of flight vehicles are a series of data sets with fixed time intervals, thus guidance design constitutes a sequential decision problem and satisfies the basic conditions for using deep reinforcement learning (DRL). In this paper, we consider the scenario where the escape flight veh...

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Bibliographic Details

Published in:	arXiv.org
Main Authors:	Hu, Xiao, Wang, Tianshu, Gong, Min, Yang, Shaoshi
Format:	Paper
Language:	English
Published:	Ithaca Cornell University Library, arXiv.org 04.05.2024
Subjects:	Algorithms Commands Deep learning Evolution Flight Flight vehicles Machine learning Neural networks Optimization Proportional navigation
ISSN:	2331-8422
Online Access:	Get full text
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