Goal-Oriented Reinforcement Learning in THz-Enabled UAV-Aided Network Using Supervised Learning

Deep reinforcement learning (DRL) has been a key machine learning technique in many 5G and 6G applications. DRL agents learn optimal (or sub-optimal) policies by interacting with the environment. However, this process often involves numerous uninformative and repetitive message transmissions between...

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Bibliographic Details

Published in:	IEEE open journal of the Communications Society Vol. 5; pp. 5027 - 5036
Main Authors:	Termehchi, Atefeh, Bao, Tingnan, Syed, Aisha, Sean Kennedy, William, Erol-Kantarci, Melike
Format:	Journal Article
Language:	English
Published:	IEEE 2024
Subjects:	6G mobile communication Autonomous aerial vehicles Data communication Deep reinforcement learning goal-oriented communication Internet of Things Internet of Things (IoT) Semantics Supervised learning Task analysis unmanned aerial vehicles (UAV)
ISSN:	2644-125X, 2644-125X
Online Access:	Get full text
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