Search Results for author: Lenan Wu

Found 2 papers, 2 papers with code

Power Allocation in Multi-User Cellular Networks: Deep Reinforcement Learning Approaches

1 code implementation22 Jan 2019 Fan Meng, Peng Chen, Lenan Wu, Julian Cheng

The model-based power allocation algorithm has been investigated for decades, but it requires the mathematical models to be analytically tractable and it usually has high computational complexity.

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Power Allocation in Multi-user Cellular Networks With Deep Q Learning Approach

2 code implementations7 Dec 2018 Fan Meng, Peng Chen, Lenan Wu

Nowadays, the data-driven model-free machine learning-based approaches are rapidly developed in this field, and among them the deep reinforcement learning (DRL) is proved to be of great promising potential.

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