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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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-д хадгалсан:
Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Jeng-Shin Sheu, Cheng-Kuei Huang, Chun-Lung Tsai
Формат: Artigo
Хэл сонгох:Inglês
Хэвлэсэн: IEEE 2023-01-01
Цуврал:IEEE Access
Нөхцлүүд:
Онлайн хандалт:https://ieeexplore.ieee.org/document/10224533/
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