Deep Deterministic Policy Gradient with Prioritized Sampling for Power Control

Reinforcement learning is a technique for power control in wireless communications. However, most research has focused on the deep Q-network (DQN) scheme, which outputs the Q-value for each discrete action, and does not match the continuous power control problem. Hence, this paper provides a deep de...

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Veröffentlicht in:IEEE access 2020-01, Vol.8, p.1-1
Hauptverfasser: Zhou, Shiyang, Cheng, Yufan, Lei, Xia, Duan, Huanhuan
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Sprache:eng
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