Myriad is a playground to explore RL, traditional control, system identification, and active learning — with a focus on problems where uncertainty, stochasticity, and rare discrete dynamics play a big ...

Abstract: The rise of the Internet of Things (IoT) paradigm has led to an interest in applying it not only in tasks for the general public but also to stringent domains such as healthcare. However, ...

ABSTRACT: During the last few decades, we have witnessed the advent of Personal Computers, the Internet, and Social Networks. In turn, these technological innovations have been incorporated into areas ...

The new quantum computing algorithm, called "Quantum Echoes," is the first that can be independently verified by running it on another quantum computer. When you purchase through links on our site, we ...

The project aimed to develop a full stack of technologies to bring the practical advantages of quantum computing to industry in the near term Quantum computing is one of the frontiers of research and ...

Abstract: Tropical geometry has recently found several applications in the analysis of neural networks with piecewise linear activation functions. This article presents a new look at the problem of ...

ABSTRACT: Mathematical optimization is a fundamental aspect of machine learning (ML). An ML task can be conceptualized as optimizing a specific objective using the training dataset to discern patterns ...

(1) ''GEO satellite constellation'' plays the role of ''Space-based Cloud,'' offering functionalities such as resource scheduling, network management, and maintaining orbit information, but only ...

This transcript was prepared by a transcription service. This version may not be in its final form and may be updated. Annie Minoff: A few years ago, Derek Mobley was working in IT. He loved his job ...