GitHub

FMUGym: An Interface for Reinforcement Learning-based Control of Functional Mock-up Units under Uncertainties

This project provides an interface for reinforcement learning(RL)-based control of functional mock-up units (FMUs) under uncertainties. The interface is designed to be compatible with the Functional ...
GitHub

LogAI: A Library for Log Analytics and Intelligence

LogAI is a one-stop open source library for log analytics and intelligence. LogAI supports various log analytics and log intelligence tasks such as log summarization, log clustering, log anomaly ...
IEEE

IRS-User Association in IRS-Aided MISO Wireless Networks: Convex Optimization and Machine Learning Approaches

Abstract: This article concentrates on the problem of associating an intelligent reflecting surface (IRS) to multiple users in a multiple-input single-output (MISO) downlink wireless communication ...
IEEE

Multi-Agent Q-Learning for Real-Time Load Balancing User Association and Handover in Mobile Networks

Abstract: As next generation cellular networks become denser, associating users with the optimal base stations at each time while ensuring no base station is overloaded becomes critical for achieving ...