IEEE - Institute of Electrical and Electronics Engineers, Inc. - Non-Uniform Time-Step Deep Q-Network for Carrier-Sense Multiple Access in Heterogeneous Wireless Networks

Author(s): Yiding Yu ; Soung Chang Liew ; Taotao Wang
Sponsor(s): IEEE Computer Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (CD): 2161-9875
ISSN (Electronic): 1558-0660
ISSN (Paper): 1536-1233
DOI: 10.1109/TMC.2020.2990399
Regular:

This paper investigates CSMA protocols that employ deep reinforcement learning (DRL) techniques, referred to as carrier-sense deep-reinforcement learning multiple access (CS-DLMA). The goal of... View More

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