Deep Reinforcement Learning for Intelligent Reflecting Surface-assisted D2D Communications

Nguyen, Khoi Khac and Masaracchia, Antonino and Yin, Cheng (2023) Deep Reinforcement Learning for Intelligent Reflecting Surface-assisted D2D Communications. EAI Endorsed Transactions on Industrial Networks and Intelligent Systems.

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Abstract

In this paper, we propose a deep reinforcement learning (DRL) approach for solving the optimisation problem of the network’s sum-rate in device-to-device (D2D) communications supported by an intelligent reflecting surface (IRS). The IRS is deployed to mitigate the interference and enhance the signal

Item Type: Article
Date Deposited: 04 Mar 2026 16:12
Last Modified: 11 Apr 2026 08:45
URI: http://eprints.eai.eu/id/eprint/42767

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