leomichael

Unrolled-WMMSE

Tensorflow implementation of Unfolding WMMSE using Graph Neural Networks for Efficient Power Allocation

5gm-beam-selection

Beam-selection for mmWave MIMO using machine learning

All-About-the-GAN

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Deep-Learning-with-TensorFlow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

GNN-Resource-Management

Paper-with-Code-of-Wireless-communication-Based-on-DL

无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

AC-DSOS

Codes of the Actor-Critic-based Deep Stochastic Online Scheduling (AC-DSOS) Algorithm

DRL_for_DDBC

Simulation codes for the manuscript "Deep Reinforcement Learning for Distributed Dynamic MISO Downlink-Beamforming Coordination" submitted to IEEE Transactions on Communications

Globecom2020-ResourceAllocationGNN

Code for Globecom2020 paper: Resource Allocation based on Graph Neural Networks in Vehicular Communications

GNNPapers

Must-read papers on graph neural networks (GNN)

leomichael/noah-research

Noah Research

leomichael/learningCB

Learning Environment-aware and hardware-compatible beam-forming codebooks

leomichael/Globecom2020-ResourceAllocationGNN

Code for Globecom2020 paper: Resource Allocation based on Graph Neural Networks in Vehicular Communications

leomichael/Unrolled-WMMSE

Tensorflow implementation of Unfolding WMMSE using Graph Neural Networks for Efficient Power Allocation

leomichael/GNN-Resource-Management

leomichael/DRL_for_DDBC

Simulation codes for the manuscript "Deep Reinforcement Learning for Distributed Dynamic MISO Downlink-Beamforming Coordination" submitted to IEEE Transactions on Communications

leomichael/AC-DSOS

Codes of the Actor-Critic-based Deep Stochastic Online Scheduling (AC-DSOS) Algorithm

leomichael/books

技术资料分享

leomichael/GNNPapers

Must-read papers on graph neural networks (GNN)

leomichael/Paper-with-Code-of-Wireless-communication-Based-on-DL

无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

leomichael/Deep-Learning-with-TensorFlow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

leomichael/maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

leomichael/5gm-beam-selection

Beam-selection for mmWave MIMO using machine learning

leomichael/mmWave-localization-learning

🎯 ML-based algorithm that enables accurate positioning from mmWave transmissions - with and without tracking

leomichael/tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

leomichael/Sub6-Preds-mmWave

Using sub-6 GHz channels to predict mmWave beams and link blockage.

leomichael/Tensorflow-Tutorial

Tensorflow tutorial from basic to hard

leomichael/All-About-the-GAN

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN