The method to map unaligned videos from multiple sources to a common representation using self-supervised objectives constructed over both time and modality (i.e. vision and sound). The embedding of YouTube videos to construct a reward function that encourages an agent to imitate human gameplay
Continue ReadingHuman-in-the-loop Cyber-Physical Systems
An essential primer on a rapidly emerging Internet-of-Things concept, focusing on human-centric applications. An indispensable resource for researchers and app developers eager to explore HiTL concepts and include them in their designs.
Continue ReadingThe Master Algorithm
A comprehensive overview of the entire field of Machine Learning that is better than most of the book on the topic. Author also explores an idea, related to his scientific research, of a master algorithm which could explain everything given enough data.
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