IEEE

Optimal Energy Management for Residential House Aggregators with Uncertain User Behaviors Using Deep Reinforcement Learning

Abstract: This paper addresses the home energy management (HEM) problem for a large number of residential houses, which can be regarded as a high-dimensional optimization problem. To cope with the ...
Journal of Medical Internet Research

Reflections on the Optimal Use of eDiaries for Data Collection in Vaccine Clinical Trials

Traditionally paper diaries are used to collect safety data in clinical trials, however electronic form of these paper diaries represent a paramount resource that could improve data quality, reduce ...
GIZBOT

Instagram Adds A Simple Way To Fix And Reset Your Reels Recommendations: How To Use It

Instagram has introduced a new feature called “Your Algorithm,” which gives you a clearer look at why certain Reels appear on your feed and lets you adjust those recommendations instantly. If your ...
IEEE

Optimal Beamforming Structure and Efficient Optimization Algorithms for Generalized Multi-Group Multicast Beamforming Optimization

Abstract: In this work, we focus on solving non-smooth non-convex maximization problems in multi-group multicast transmission. By leveraging Karush-Kuhn-Tucker (KKT) optimality conditions, we ...