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...

Celý popis

Podrobná bibliografie

Vydáno v:	IEEE open journal of the Communications Society Ročník 5; s. 5027 - 5036
Hlavní autoři:	Termehchi, Atefeh, Bao, Tingnan, Syed, Aisha, Sean Kennedy, William, Erol-Kantarci, Melike
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	IEEE 2024
Témata:	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
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!