Genomic surveillance—the process of monitoring and sequencing pathogens—is one of the most important tools for detecting ...

Abstract: In this paper, we study the optimal control of service rates in a queueing system with a Markovian arrival process (MAP) and exponential service times. The service rate is allowed to be ...

Abstract: Prior work on automatic control synthesis for cyber-physical systems under logical constraints has primarily focused on environmental disturbances or modeling uncertainties, however, the ...

Considering the dynamics and non-linear characteristics of biped robots, gait optimization is an extremely challenging task. To tackle this issue, a parallel heterogeneous policy Deep Reinforcement ...

Energy finance is the product of the close combination of the energy industry and the financial industry, and the two affect each other. The energy crisis may lead to a financial crisis, and the ...

PageRank is a Google algorithm for ranking pages based on the flow of authority via links, created by Larry Page and Sergey Brin. PageRank was once at the very core of search – and was what made ...

Your browser does not support the audio element. Q-learning is an RL algorithm to find the optimal q-value function. It is a fundamental algorithm in RL, that lies ...

If there was ever a time for a new Public Enemy album, it’s 2020. During a year of clarity—one in which we’ve all had to make hard decisions about who we are, what we believe and what we stand ...