Dyna-Bolt: Domain Adaptive Binary Factorization Of Current Waveforms For Energy Disaggregation
Type
Publication
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Bingqing Chen
Machine Learning Research Scientist
My primary research interest is in making reinforcement learning agents safe and sample-efficient to be viable for real-world applications. I work on autonomous energy systems to 1) improve energy efficiency, and 2) facilitate renewable energy integration.
Mario Bergés
Professor of Civil and Environmental Engineering
My research interests vary, but generally gravitate towards the development of technologies to make our built enviornment and the communities in them more autonomous and efficient. Lately I am interested in developing responsible autonomous solutions for infrastructure systems.