Search Results for author: Sean Weinberg

Found 2 papers, 1 papers with code

Short Quantum Circuits in Reinforcement Learning Policies for the Vehicle Routing Problem

no code implementations • 15 Sep 2021 • Fabio Sanches, Sean Weinberg, Takanori Ide, Kazumitsu Kamiya

We regard our model as a prototype that can be scaled up and as an avenue for further study on the role of quantum computing in reinforcement learning.

BIG-bench Machine Learning reinforcement-learning +1

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DAYENU: A Simple Filter of Smooth Foregrounds for Intensity Mapping Power Spectra

2 code implementations • 23 Apr 2020 • Aaron Ewall-Wice, Nicholas Kern, Joshua S. Dillon, Adrian Liu, Aaron Parsons, Saurabh Singh, Adam Lanman, Paul La Plante, Nicolas Fagnoni, Eloy de Lera Acedo, David R. DeBoer, Chuneeta Nunhokee, Philip Bull, Tzu-Ching Chang, T. Joseph Lazio, James Aguirre, Sean Weinberg

We introduce DAYENU, a linear, spectral filter for HI intensity mapping that achieves the desirable foreground mitigation and error minimization properties of inverse co-variance weighting with minimal modeling of the underlying data.

Cosmology and Nongalactic Astrophysics Instrumentation and Methods for Astrophysics

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