Pinned Repositories
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's Repositories
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