no code implementations • 21 Sep 2023 • Mahya Ramezani, M. Amin Alandihallaj, Jose Luis Sanchez-Lopez, Andreas Hein
This paper presents a Hierarchical Reinforcement Learning methodology tailored for optimizing CubeSat task scheduling in Low Earth Orbits (LEO).
Hierarchical Reinforcement Learning reinforcement-learning +1
no code implementations • 18 Aug 2022 • Leo Pauly, Michele Lynn Jamrozik, Miguel Ortiz del Castillo, Olivia Borgue, Inder Pal Singh, Mohatashem Reyaz Makhdoomi, Olga-Orsalia Christidi-Loumpasefski, Vincent Gaudilliere, Carol Martinez, Arunkumar Rathinam, Andreas Hein, Miguel Olivares-Mendez, Djamila Aouada
From the lessons learned during the lab development, this article presents a systematic approach combining market survey and experimental analyses for equipment selection.
no code implementations • 31 Mar 2020 • Björn Friedrich, Jürgen Bauer, Andreas Hein
Thus, the average time for preparing a meal is a suitable indicator for doctors and nutritionists to examine the patient further, become aware of an impending malnutrition, and intervene at an early stage of malnutrition.
no code implementations • 11 Oct 2019 • Christian Lins, Björn Friedrich, Andreas Hein, Sebastian Fudickar
Cardiopulmonary resuscitation (CPR) is one of the most critical emergency interventions for sudden cardiac arrest.
no code implementations • 10 Oct 2019 • Björn Friedrich, Benjamin Cauchy, Andreas Hein, Sebastian Fudickar
This article introduces the architecture of a Long-Short-Term Memory network for classifying transportation-modes via Smartphone data and evaluates its accuracy.
no code implementations • 31 Aug 2018 • Christian Lins, Andreas Klausen, Sandra Hellmers, Andreas Hein, Sebastian Fudickar
In this paper, a robust sinusoidal model fitting method based on the Differential Evolution (DE) algorithm for determining cardiopulmonary resuscitation (CPR) quality-parameters - naming chest compression frequency and depth - as measured by an inertial sensor placed at the wrist is presented.
no code implementations • 26 Jun 2018 • Christian Lins, Daniel Eckhoff, Andreas Klausen, Sandra Hellmers, Andreas Hein, Sebastian Fudickar
Cardiopulmonary resuscitation (CPR) is alongside electrical defibrillation the most crucial countermeasure for sudden cardiac arrest, which affects thousands of individuals every year.