Publikationen

Carlo D'Eramo; Andrea Cini; Alessandro Nuara; Matteo Pirotta; Cesare Alippi; Jan Peters; Marcello Restelli

Gaussian Approximation for Bias Reduction in Q-Learning

In: Journal of Machine Learning Research, Vol. 22, Pages 277:1-277:51, JMLR, 2021.

Carlo D'Eramo; Davide Tateo; Andrea Bonarini; Marcello Restelli; Jan Peters

MushroomRL: Simplifying Reinforcement Learning Research

In: Journal of Machine Learning Research, Vol. 22, Pages 131:1-131:5, JMLR, 2021.

Niyati Rawal; Dorothea Koert; Cigdem Turan; Kristian Kersting; Jan Peters; Ruth Stock-Homburg

ExGenNet: Learning to Generate Robotic Facial Expression Using Facial Expression Recognition

In: Frontiers in Robotics and AI, Vol. 8, Pages 0-10, Frontiers, 2021.

Maximilian Hoffmann; Lukas Malburg; Ralph Bergmann

ProGAN: Toward a Framework for Process Monitoring and Flexibility by Change via Generative Adversarial Networks

In: Andrea Marrella; Barbara Weber (Hrsg.). Business Process Management Workshops. Business Process Management (BPM), Springer, 2021.

Mohammad Minouei; Mohammad Reza Soheili; Didier Stricker

Document Layout Analysis with an Enhanced Object Detector

In: 2021 5th International Conference on Pattern Recognition and Image Analysis (IPRIA). International Conference on Pattern Recognition and Image Analysis (IPRIA-2021), April 28-29, Kashan, Iran, Islamic Republic of, IEEE, 2021.

Iuliia Brishtel; Thomas Schmidt; Igor Vozniak; Jason Raphael Rambach; Bruno Mirbach; Didier Stricker

To Drive or to Be Driven? The Impact of Autopilot, Navigation System, and Printed Maps on Driver’s Cognitive Workload and Spatial Knowledge

In: ISPRS International Journal of Geo-Information, Vol. 10, No. 10, Pages 1-19, MDPI, 10/2021.

Muhammad Nabeel Asim; Muhammad Ali Ibrahim; Muhammad Imran Malik; Andreas Dengel; Sheraz Ahmed

ChrSLoc-Net: Machine Learning-Based Prediction of Channelrhodopsins Proteins within Plasma Membrane

In: 2021 BHI Conference Proceedings. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI-2021), July 27-30, Pages 1-4, ISBN 978-1-6654-0358-0, IEEE, 2021.

Muhammad Nabeel Asim; Muhammad Ali Ibrahim; Christoph Zehe; Olivier Cloarec; Rickard Sjogren; Johan Trygg; Andreas Dengel; Sheraz Ahmed

L2S-MirLoc: A Lightweight Two Stage MiRNA Sub-Cellular Localization Prediction Framework

In: IJCNN 2021 Conference Proceedings. International Joint Conference on Neural Networks (IJCNN-2021), July 18-22, ISBN 978-0-7381-3366-9, IEEE, 2021.

Marco Stricker; Muhammad Nabeel Asim; Andreas Dengel; Sheraz Ahmed

CircNet: An encoder–decoder-based convolution neural network (CNN) for circular RNA identification

In: Neural Computing and Applications, Vol. 34, Pages 11441-11452, Springer, London, 1/2021.