William Cui's repositories
Scalable_Deep_Reinforcement_Learning_for_Routing_and_Spectrum_Access_in_Physical_Layer
This is the repository containing the codes for the paper "Scalable Deep Reinforcement Learning for Routing and Spectrum Access in Physical Layer"
A_Clustering_Approach_to_Wireless_Scheduling
Repository exploring wireless D2D links scheduling using various clustering techniques.
Uncertainty-Injection-A-Deep-Learning-Method-for-Robust-Optimization
This repository hosts the code for our IEEE TWC journal publication "Uncertainty Injection: A Deep Learning Method for Robust Optimization".
Reinforcement_Learning_With_Non-Cumulative_Objective
This repository contains code for our TMLCN paper "Reinforcement Learning With Non-Cumulative Objective".
deepcluster
Fork of Deep Clustering for Unsupervised Learning of Visual Features
Transfer_Learning_with_Reconstruction_Loss
Learn a neural network model with lower level feature reuse for multiple tasks, via a novel reconstruction based method.
imitation-learning
Repository to store conditional imitation learning based AI that runs on CARLA.
Reinforcement_Learning_Capstone
This repository is for reinforcement learning algorithm development for ESC472 capstone project
vqvae-and-dlq
A pytorch implementation of the vector quantized variational autoencoder (https://arxiv.org/abs/1711.00937)