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Akademický článek

Multivariate approach to identify electrophysiological markers for diagnosis and prognosis of schizophrenia

Autor: L. Giuliani, N. Koutsouleris, T. Koenig, A. Mucci, A. Vignapiano, A. Reuf, M. Altamura, A. Bellomo, R. Brugnoli, G. Corrivetti, G. Di Lorenzo, P. Girardi, P. Monteleone, S. Galderisi, M. Maj

Publikováno v: European Psychiatry, Vol 64, Pp S534-S534 (2021)

Introduction Different electrophysiological indices have been investigated to identify diagnostic and prognostic markers of schizophrenia (SCZ). However, these indices have limited use in clinical practice, since both specificity and association with

Externí odkaz: https://doaj.org/article/8cdd28790d3c4903b8c50db8c4a9ceb5

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Deep Q-Learning versus Proximal Policy Optimization: Performance Comparison in a Material Sorting Task

Autor: Kozlica, Reuf, Wegenkittl, Stefan, Hirländer, Simon

This paper presents a comparison between two well-known deep Reinforcement Learning (RL) algorithms: Deep Q-Learning (DQN) and Proximal Policy Optimization (PPO) in a simulated production system. We utilize a Petri Net (PN)-based simulation environme

Externí odkaz: http://arxiv.org/abs/2306.01451

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A Modular Test Bed for Reinforcement Learning Incorporation into Industrial Applications

Autor: Kozlica, Reuf, Schäfer, Georg, Hirländer, Simon, Wegenkittl, Stefan

This application paper explores the potential of using reinforcement learning (RL) to address the demands of Industry 4.0, including shorter time-to-market, mass customization, and batch size one production. Specifically, we present a use case in whi

Externí odkaz: http://arxiv.org/abs/2306.01440

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An Architecture for Deploying Reinforcement Learning in Industrial Environments

Autor: Schäfer, Georg, Kozlica, Reuf, Wegenkittl, Stefan, Huber, Stefan

Publikováno v: Moreno-D\'iaz, R., Pichler, F., Quesada-Arencibia, A. (eds) Computer Aided Systems Theory - EUROCAST 2022. EUROCAST 2022. Lecture Notes in Computer Science, vol 13789. Springer, Cham

Industry 4.0 is driven by demands like shorter time-to-market, mass customization of products, and batch size one production. Reinforcement Learning (RL), a machine learning paradigm shown to possess a great potential in improving and surpassing huma

Externí odkaz: http://arxiv.org/abs/2306.01420

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Akademický článek

EXCAVATION OF THE FOUNDATION OF PIERS S1L AND S1R OF THE VRANDUK I BRIDGE BY CONTROLLED BLASTING ON THE MOTORWAY ROUTE: ZENICA MUNICIPALITY NORTHERN ADMINISTRATIVE BOUNDARY - ZENICA NORTH

Autor: Ekrem Bektašević, Reuf Kadrić, Marin Nikolić, Kemal Gutić, Sead Kadrić

Publikováno v: e-Zbornik. Elektronički Zbornik Radova Građevinskog Fakulteta, Vol 13, Iss 26, Pp 9-27 (2023)

The Vranduk I bridge is located on the motorway route, on the part of the subsection: Zenica Municipality Northern Administrative Boundary - Zenica North. The bridge consists of two parallel structures, one for the left side, and the other for the ri

Externí odkaz: https://doaj.org/article/1af71a7aad0c48ccad3abd0697d7291c

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