IEEE

Neural Network Model

This chapter presents the basics of neural network (NN) models from the perspective of surrogate models. This includes the effect of the number of samples, the effect of model forms, challenges in the ...
IEEE

Multi-Agent Deep Reinforcement Learning for Joint Scheduling of EV Charging, Solar PV, and BESS under Real-Time Tariff Feedback

Abstract: The rapid growth of behind-the-meter renewable energy resources and electric vehicle (EV) adoption has increased uncertainty in scheduling and operational planning in modern smart grids.
GitHub

mathworks-robotics/ai-robotics-workshop

This material outlines a hands-on workshop on learning how to develop AI-based autonomous mobile robot for university students and engineers of all skill levels. MATLAB and Simulink are utilized as an ...
GitHub

Automated Facial Affect Recognition (AFAR)

Windows 10 MATLAB 2020b (later versions of matlab break AFAR due to its updated deeplearning toolbox) Visual Studio 2015 OpenCV 3.4.1 Run sample_afar_v1.m to validate the end-to-end working of the ...
Aalto

Aalto Acoustics Lab

The Acoustics Lab gathers professors and research groups from three different departments: Department of Information and Communications Engineering, Department of Computer Science, and Department of ...