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anti-jamming

anti-jamming for CRN

awesome-ai-for-time-series-papers

A professional list of Papers, Tutorials, and Surveys on AI for Time Series in top AI conferences and journals.

awesome-rl-for-cybersecurity

A curated list of resources dedicated to reinforcement learning applied to cyber security.

bf-design-with-dl

Beamforming design with deep learning.

cellpad

cellular-traffic-analysis

Analysis of real cellular traffic captured on a device

csigan

An implementation for our paper: CsiGAN: Robust Channel State Information-based Activity Recognition with GANs (IEEE Internet of Things Journal, 2019), which is the semi-supervised Generative Adversarial Network (GAN) for Channel State Information (CSI) -based activity recognition.

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

deep-reinforcement-learning-for-5g-networks

Code for my publication: Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. Paper accepted for publication to IEEE Transactions on Communications.

deepextrememixturemodel

Official code release for Deep Extreme Mixture Model by Wilson, McDonald, Galib, Tan, and Luo.

deepgpd

deepslice

DeepSlice: A Deep Learning Approach towards an Efficient and Reliable Network Slicing in 5G Networks

diral

Distributed Resource Allocation with Multi-Agent Deep Reinforcement Learning for 5G-V2V Communication

dive-into-llms

《动手学大模型Dive into LLMs》系列编程实践教程

dxtremm_tsf

forecast

gitignore

A collection of useful .gitignore templates

improved-gan

Code for the paper "Improved Techniques for Training GANs"

learning-based-power-control-for-mmwave-massive-mimo-against-jamming

论文中包含的论文原文以及原文所涉及的简化版代码。

mmwave-mu-mimo

The project represents the main code for the proposed cross-layer Dynamic sub-array scheduling for 5G applications, in collaboration with Mathworks inc.

mvts-ano-eval

A repository for code to evaluate algorithms for semi-supervised multivariate time-series anomaly detection, accompanying the manuscript 'An Evaluation of Anomaly Detection and Diagnosis in Multivariate Time Series' (under review at TNNLS)

pa_twc

power-control-asilomar

Asilomar 2020 code for Deep Actor-Critic Learning for Distributed Power Control in Wireless Mobile Networks

pyargus

Antenna array signal processing library implemented in python

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

rf_gym

MIMO Env using Reinforcement Learning

stcnet

Source code of IEEE JSAC

tau-epsilon-greedy-rl

The code for the article "(\tau,\epsilon)-GREEDY REINFORCEMENT LEARNING FOR ANTI-JAMMING WIRELESS COMMUNICATIONS"

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

time-series-library

A Library for Advanced Deep Time Series Models.