2022
Sample-based Rule Extraction for Explainable Reinforcement Learning Proceedings Article
In: 8th International Conference on machine Learning, Optimization, and Data Science (LOD2022), 2022.
AlphaZero-Inspired Game Learning: Faster Training by Using MCTS Only at Test Time Artikel
In: IEEE Transactions on Games, 2022.
2021
Shedding light into the black box of reinforcement learning - extended abstract Proceedings Article
In: Hammer, Barbara; Schilling, Malte; Wiskott, Laurenz (Hrsg.): Workshop on Trustworthy AI in the Wild (at: KI 2021 - German Conf. on AI), 2021.
Temporal convolutional autoencoder for unsupervised anomaly detection in time series Artikel
In: Applied Soft Computing, Bd. 112, S. 107751, 2021.
2020
Time Series Encodings with Temporal Convolutional Networks Proceedings Article
In: Vasile, Bogdan Filipic Massimiliano (Hrsg.): 9th International Conference on Bioinspired Optimisation Methods and Their Applications (BIOMA), 2020.
2019
Deep Learning mit Keras und Tensorflow Sonstige
Vortrag auf DEBRL2019 (Digital Exchange Bergisches Rheinland 2019), 2019.
Anomaly Detection in Electrocardiogram Readings with Stacked LSTM Networks Proceedings Article
In: á, Petra Barancíkov; Holena, Martin; others, (Hrsg.): Proc. 19th Conference Information Technologies - Applications and Theory (ITAT 2019), 2019, (Best Paper Award).
Search Field
Sample-based Rule Extraction for Explainable Reinforcement Learning Proceedings Article In: 8th International Conference on machine Learning, Optimization, and Data Science (LOD2022), 2022. AlphaZero-Inspired Game Learning: Faster Training by Using MCTS Only at Test Time Artikel In: IEEE Transactions on Games, 2022. Shedding light into the black box of reinforcement learning - extended abstract Proceedings Article In: Hammer, Barbara; Schilling, Malte; Wiskott, Laurenz (Hrsg.): Workshop on Trustworthy AI in the Wild (at: KI 2021 - German Conf. on AI), 2021. Temporal convolutional autoencoder for unsupervised anomaly detection in time series Artikel In: Applied Soft Computing, Bd. 112, S. 107751, 2021. Time Series Encodings with Temporal Convolutional Networks Proceedings Article In: Vasile, Bogdan Filipic Massimiliano (Hrsg.): 9th International Conference on Bioinspired Optimisation Methods and Their Applications (BIOMA), 2020. Deep Learning mit Keras und Tensorflow Sonstige Vortrag auf DEBRL2019 (Digital Exchange Bergisches Rheinland 2019), 2019. Anomaly Detection in Electrocardiogram Readings with Stacked LSTM Networks Proceedings Article In: á, Petra Barancíkov; Holena, Martin; others, (Hrsg.): Proc. 19th Conference Information Technologies - Applications and Theory (ITAT 2019), 2019, (Best Paper Award).