Search Results for author: Tobias Rohrer

Found 2 papers, 1 papers with code

Deep Reinforcement Learning for Heat Pump Control

no code implementations24 Dec 2022 Tobias Rohrer, Lilli Frison, Lukas Kaupenjohann, Katrin Scharf, Elke Hergenrother

This work extends other works which have already applied DRL to building heating operation by performing an in-depth analysis of the learned control strategies and by giving a detailed comparison of the two state-of-the-art control methods.

Model Predictive Control reinforcement-learning +1

GAN pretraining for deep convolutional autoencoders applied to Software-based Fingerprint Presentation Attack Detection

1 code implementation21 May 2021 Tobias Rohrer, Jascha Kolberg

This work presents a new approach to single-class classification for software-based fingerprint presentation attach detection.

Transfer Learning

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