Multi-UAV Cooperative Search Based on Reinforcement Learning With a Digital Twin Driven Training Framework
Author:
Affiliation:
1. College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China
Funder
National Natural Science Foundation of China
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Computer Networks and Communications,Aerospace Engineering,Automotive Engineering
Link
http://xplorestaging.ieee.org/ielx7/25/10186246/10045049.pdf?arnumber=10045049
Reference42 articles.
1. The digital twin paradigm for future NASA and US Air Force vehicles;glaessgen;Proc 53rd AIAA/ASME/ASCE/ AHS/ASC Struct Struct Dyn Mater Conf,0
2. Multi-Agent Reinforcement Learning: Independent vs. Cooperative Agents
3. Review of digital twin about concepts, technologies, and industrial applications
4. Multi-agent deep reinforcement learning: a survey
5. The Digital Twin: Realizing the Cyber-Physical Production System for Industry 4.0
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