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Non-Uniform Time-Step Deep Q-Network for Carrier-Sense Multiple Access in Heterogeneous Wireless Networks

Yu, YD; Liew, SC; Wang, TT

Liew, SC (corresponding author), Chinese Univ Hong Kong, Dept Informat Engn, Shatin, Hong Kong, Peoples R China.

IEEE TRANSACTIONS ON MOBILE COMPUTING, 2021; 20 (9): 2848

Abstract

This paper investigates a new class of carrier-sense multiple access (CSMA) protocols that employ deep reinforcement learning (DRL) techniques, referr......

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