William Cui (willtop)

willtop

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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"

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A_Clustering_Approach_to_Wireless_Scheduling

Repository exploring wireless D2D links scheduling using various clustering techniques.

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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".

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Reinforcement_Learning_With_Non-Cumulative_Objective

This repository contains code for our TMLCN paper "Reinforcement Learning With Non-Cumulative Objective".

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deepcluster

Fork of Deep Clustering for Unsupervised Learning of Visual Features

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Transfer_Learning_with_Reconstruction_Loss

Learn a neural network model with lower level feature reuse for multiple tasks, via a novel reconstruction based method.

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imitation-learning

Repository to store conditional imitation learning based AI that runs on CARLA.

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Reinforcement_Learning_Capstone

This repository is for reinforcement learning algorithm development for ESC472 capstone project

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vqvae-and-dlq

A pytorch implementation of the vector quantized variational autoencoder (https://arxiv.org/abs/1711.00937)

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