A DRL-based IOS controller that jointly optimizes phase and amplitude, accelerated by a supervised-learning digital twin, outperforms random and bandit baselines in simulated MU-MIMO systems.
Intelligent reflecting surface-assisted cognitive radio system,
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Digital Twin Enhanced Deep Reinforcement Learning for Intelligent Omni-Surface Configurations in MU-MIMO Systems
A DRL-based IOS controller that jointly optimizes phase and amplitude, accelerated by a supervised-learning digital twin, outperforms random and bandit baselines in simulated MU-MIMO systems.