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Joint Beamforming, Power Control, and Interference Coordination: A Reinforcement Learning Approach Replacing Rewards With Examples

In this paper, we consider the problem of multi-cell interference coordination by joint beamforming and power control. Recent efforts have explored the use of reinforcement learning (RL) methods to tackle this complex optimization problem. Typically, a decentralized multi-agent framework is adopted,...

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Autors principals: Jeng-Shin Sheu, Cheng-Kuei Huang, Chun-Lung Tsai
Format: Artigo
Idioma:Inglês
Publicat: IEEE 2023-01-01
Col·lecció:IEEE Access
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Accés en línia:https://ieeexplore.ieee.org/document/10224533/
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