Andrea Cini

About

Hi! I’m a PhD student at the Graph Machine Learning Group, within the Swiss AI lab IDSIA, at USI, under the supervision of Prof. Cesare Alippi. Currently, I am visiting Imperial College London, working on graph-based forecasting with Prof. Danilo Mandic . Previously, I worked as an R&D machine learning engineer at Argotec, developing reinforcement learning methods for the control of autonomous nanosatellites. I got my MSc and BSc in Computer Science and Engineering at Politecnico di Milano where I did my thesis supervised by Prof. Marcello Restelli. You can have a look at my CV.

Research

Currently, my research focuses on processing spatiotemporal data by exploiting graph representations and graph neural networks. Applications are in time series analysis and reinforcement learning, with a focus on spatiotemporal forecasting. I am also broadly interested in the use of machine learning methods to accelerate both scientific discovery and engineering. You can find an updated list of my publications here.