Adaptive Thompson Sampling Stacks for Memory Bounded Open-Loop Planning. - Thomy Phan; Thomas Gabor; Robert Müller 005; Christoph Roch; Claudia Linnhoff-Popien (IJCAI, 2019)

Deep Neural Baselines for Computational Paralinguistics. - Daniel Elsner; Stefan Langer; Fabian Ritz; Robert Müller 005; Steffen Illium (INTERSPEECH, 2019)

Difficulty Classification of Mountainbike Downhill Trails Utilizing Deep Neural Networks. - Stefan Langer; Robert Müller 005; Kyrill Schmid; Claudia Linnhoff-Popien (PKDD/ECML Workshops (2), 2019)

Soccer Team Vectors. - Robert Müller 005; Stefan Langer; Fabian Ritz; Christoph Roch; Steffen Illium; Claudia Linnhoff-Popien (PKDD/ECML Workshops (2), 2019)

A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games. - Christoph Roch; Thomy Phan; Sebastian Feld; Robert Müller 005; Thomas Gabor; Claudia Linnhoff-Popien (CoRR, 2019)

What to do in the Meantime: A Service Coverage Analysis for Parked Autonomous Vehicles. - Steffen Illium; Philipp Andreas Friese; Robert Müller 005; Sebastian Feld (AGILE Conf., 2020)

Policy Entropy for Out-of-Distribution Classification. - Andreas Sedlmeier; Robert Müller 005; Steffen Illium; Claudia Linnhoff-Popien (ICANN (2), 2020)

A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games. - Christoph Roch; Thomy Phan; Sebastian Feld; Robert Müller 005; Thomas Gabor; Carsten Hahn; Claudia Linnhoff-Popien (ICCS (6), 2020)

Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms. - Steffen Illium; Robert Müller 005; Andreas Sedlmeier; Claudia Linnhoff-Popien (INTERSPEECH, 2020)

Towards Ecosystem Management from Greedy Reinforcement Learning in a Predator-Prey Setting. - Fabian Ritz; Felix Hohnstein; Robert Müller 005; Thomy Phan; Thomas Gabor; Carsten Hahn; Claudia Linnhoff-Popien (ALIFE, 2020)

Analysis of Feature Representations for Anomalous Sound Detection. - Robert Müller 005; Steffen Illium; Fabian Ritz; Kyrill Schmid (ICAART (2), 2021)

Acoustic Leak Detection in Water Networks. - Robert Müller 005; Steffen Illium; Fabian Ritz; Tobias Schröder; Christian Platschek; Jörg Ochs; Claudia Linnhoff-Popien (ICAART (2), 2021)

Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning. - Robert Müller 005; Fabian Ritz; Steffen Illium; Claudia Linnhoff-Popien (ICAART (2), 2021)

SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning. - Fabian Ritz; Thomy Phan; Robert Müller 005; Thomas Gabor; Andreas Sedlmeier; Marc Zeller; Jan Wieghardt; Reiner N. Schmid; Horst Sauer; Cornel Klein; Claudia Linnhoff-Popien (ICAART (1), 2021)

Specification Aware Multi-Agent Reinforcement Learning. - Fabian Ritz; Thomy Phan; Robert Müller 005; Thomas Gabor; Andreas Sedlmeier; Marc Zeller; Jan Wieghardt; Reiner N. Schmid; Horst Sauer; Cornel Klein; Claudia Linnhoff-Popien (ICAART (Revised Selected Papers), 2021)

Stochastic Market Games. - Kyrill Schmid; Lenz Belzner; Robert Müller 005; Johannes Tochtermann; Claudia Linnhoff-Popien (IJCAI, 2021)

Deep Recurrent Interpolation Networks for Anomalous Sound Detection. - Robert Müller 005; Steffen Illium; Claudia Linnhoff-Popien (IJCNN, 2021)

Distributed Emergent Agreements with Deep Reinforcement Learning. - Kyrill Schmid; Robert Müller 005; Lenz Belzner; Johannes Tochtermann; Claudia Linnhoff-Popien (IJCNN, 2021)

Visual Transformers for Primates Classification and Covid Detection. - Steffen Illium; Robert Müller 005; Andreas Sedlmeier; Claudia Linnhoff-Popien (Interspeech, 2021)

A Deep and Recurrent Architecture for Primate Vocalization Classification. - Robert Müller 005; Steffen Illium; Claudia Linnhoff-Popien (Interspeech, 2021)

Towards Anomaly Detection in Reinforcement Learning. - Robert Müller 005; Steffen Illium; Thomy Phan; Tom Haider; Claudia Linnhoff-Popien (AAMAS, 2022)

Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks. - Steffen Illium; Thore Schillman; Robert Müller 005; Thomas Gabor; Claudia Linnhoff-Popien (ICAART (3), 2022)

Quantifying Multimodality in World Models. - Andreas Sedlmeier; Michael Kölle 001; Robert Müller 005; Leo Baudrexel; Claudia Linnhoff-Popien (ICAART (1), 2022)

Case-Based Inverse Reinforcement Learning Using Temporal Coherence. - Jonas Nüßlein; Steffen Illium; Robert Müller 005; Thomas Gabor; Claudia Linnhoff-Popien (ICCBR, 2022)

Weight Re-mapping for Variational Quantum Algorithms. - Michael Kölle 001; Alessandro Giovagnoli; Jonas Stein 001; Maximilian Balthasar Mansky; Julian Hager; Tobias Rohe; Robert Müller 005; Claudia Linnhoff-Popien (ICAART (Revised Selected Paper), 2023)

Adapting the DisCoCat-Model for Question Answering in the Chinese Language. - Maximilian Balthasar Mansky; Franziska Wörle; Jonas Korbinian Stein; Robert Müller 005; Claudia Linnhoff-Popien (QCE, 2023)

Applying QNLP to Sentiment Analysis in Finance. - Jonas Stein 001; Ivo Christ; Nicolas Kraus; Maximilian Balthasar Mansky; Robert Müller 005; Claudia Linnhoff-Popien (QCE, 2023)

Towards Efficient Quantum Anomaly Detection: One-Class SVMs Using Variable Subsampling and Randomized Measurements. - Michael Kölle 001; Afrae Ahouzi; Pascal Debus; Robert Müller 005; Daniëlle Schuman; Claudia Linnhoff-Popien (ICAART (2), 2024)

ClusterComm: Discrete Communication in Decentralized MARL Using Internal Representation Clustering. - Robert Müller 005; Hasan Turalic; Thomy Phan; Michael Kölle 001; Jonas Nüßlein; Claudia Linnhoff-Popien (ICAART (1), 2024)

Efficient Quantum One-Class Support Vector Machines for Anomaly Detection Using Randomized Measurements and Variable Subsampling. - Michael Kölle 001; Afrae Ahouzi; Pascal Debus; Elif Çetiner; Robert Müller 005; Daniëlle Schuman; Claudia Linnhoff-Popien (CoRR, 2024)

Coconut Palm Tree Counting on Drone Images with Deep Object Detection and Synthetic Training Data. - Tobias Rohe; Barbara Böhm; Michael Kölle 001; Jonas Stein 001; Robert Müller 005; Claudia Linnhoff-Popien (ICAART (3), 2025)