ltwyer

4T4R

Algorithms_Engineer_Interview

计算机视觉算法工程师实习生面试总结（微软、阿里、商汤、海康、华为、平安offer）

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

BF-design-with-DL

Beamforming design with deep learning.

clash_for_windows_pkg

A Windows/macOS GUI based on Clash

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

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.

Deep-Reinforcement-Learning-for-Dynamic-Spectrum-Access

Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication

Deep_Reinforcement_Learning

Series Algorithms of Deep Reinforcement Learning, such as DQN, DDQN, one-step-DQN, DDPG, etc

MIMO_OFDM

《MIMO-OFDM无线通信技术及MATLAB实现》随书源码

ltwyer/4T4R

ltwyer/awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

ltwyer/BF-design-with-DL

Beamforming design with deep learning.

ltwyer/clash_for_windows_pkg

A Windows/macOS GUI based on Clash

ltwyer/cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

ltwyer/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.

ltwyer/dqn-multi-agent-rl

Deep Q-learning (DQN) for Multi-agent Reinforcement Learning (RL)

ltwyer/DQN_MADDPG_practice

RL projects including implementation of DQN/DDPG/MADDPG/BicNet on StarCraft II multi-agent learning environment SMAC

ltwyer/fair_flearn

Fair Resource Allocation in Federated Learning (ICLR '20)

ltwyer/FEDL

ltwyer/linux

Linux kernel source tree

ltwyer/ltwyer.github.io

个人博客

ltwyer/machine_learning

ltwyer/maddpg

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

ltwyer/MARL-Papers

Paper list of multi-agent reinforcement learning (MARL)

ltwyer/model-free-algorithms

TD3, SAC, IQN, Rainbow, PPO, Ape-X, NoisyNets, PER, etc

ltwyer/Multi-Agent-RL-DQN

Deep Q Network for Multi-agent RL

ltwyer/nocode

The best way to write secure and reliable applications. Write nothing; deploy nowhere.

ltwyer/obs-studio

OBS Studio - Free and open source software for live streaming and screen recording

ltwyer/OUCML

ltwyer/Pong-RL-Environment

An version of Pong created to be used with the OpenAI Gym API. There is single-agent setup and a multi-agent setup, with the option for cooperative or competitive reward schems.

ltwyer/PowerGridRLAgent

Implementations of DQN, DQN with PER, DDQN with PER, and DDDQN with PER agents to maximise reward in a 14 node power grid station

ltwyer/Python

All Algorithms implemented in Python

ltwyer/Python-100-Days

Python - 100天从新手到大师

ltwyer/reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

ltwyer/Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

ltwyer/shadowsocks-windows

If you want to keep a secret, you must also hide it from yourself.

ltwyer/tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

ltwyer/transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

ltwyer/tutorials

机器学习相关教程