SharonWxy

back-propagation

BF-design-with-DL

This is the simulation code for the paper "Beamforming Design for Large-Scale Antenna Arrays Using Deep Learning"

CADRL

Implementation of paper "Decentralized Non-communicating Multiagent Collision Avoidance with Deep Reinforcement Learning". NO LONGER MAINTAINED. CHECK OUT CrowdNav.

cadrl_ros

ROS package for dynamic obstacle avoidance for ground robots trained with deep RL

CrowdNav

[ICRA19] Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning

Deep-Reinforcement-Learning-for-5G-Networks

Code for my publication: Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. Paper under review.

gym-collision-avoidance

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/Wireless based on deep learning papers' code

pymarl

Python Multi-Agent Reinforcement Learning framework

tutorials

机器学习相关教程

SharonWxy/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/Wireless based on deep learning papers' code

SharonWxy/back-propagation

SharonWxy/BF-design-with-DL

This is the simulation code for the paper "Beamforming Design for Large-Scale Antenna Arrays Using Deep Learning"

SharonWxy/CADRL

Implementation of paper "Decentralized Non-communicating Multiagent Collision Avoidance with Deep Reinforcement Learning". NO LONGER MAINTAINED. CHECK OUT CrowdNav.

SharonWxy/cadrl_ros

ROS package for dynamic obstacle avoidance for ground robots trained with deep RL

SharonWxy/CrowdNav

[ICRA19] Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning

SharonWxy/Deep-Reinforcement-Learning-for-5G-Networks

Code for my publication: Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. Paper under review.

SharonWxy/gym-collision-avoidance

SharonWxy/pymarl

Python Multi-Agent Reinforcement Learning framework

SharonWxy/tutorials

机器学习相关教程