Publikationen

Ahmed Hendawy; Henrik Metternich; Théo Vincent; Mahdi Kallel; Jan Peters; Carlo D'Eramo

Use the Online Network If You Can: Towards Fast and Stable Reinforcement Learning

In: International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2026), located at ICLR-2026, ICLR, 2026.

Théo Vincent; Yogesh Tripathi; Tim Lukas Faust; Abdullah Akgül; Yaniv Oren; Melih Kandemir; Jan Peters; Carlo D'Eramo

Bridging the performance-gap between target-free and target-based reinforcement learning

In: International Conference on Learning Representations. International Conference on Learning Representations (ICLR-2026), located at ICLR-2026, ICLR, 2026.

Robert Simon Schiff; Natalie Kohler; Mareike Böckel; Ralf Möller; Sebastian Wolfrum; Mattis Hartwig

Early Prediction of Hospital Admission and Specialty for Proactive Bed Allocation in the Emergency Department

In: npj Digital Medicine, Nature Portfolio, 1/2026.

Cuong Tran Van; Trong-Thang Pham; Ngoc-Son Nguyen; Ho Minh Duy Nguyen; Hong Anh Le

DuFal: Dual-Frequency-Aware Learning for High-Fidelity Extremely Sparse-view CBCT Reconstruction

In: Transactions on Machine Learning Research (TMLR), Vol. 12/2025, Pages 1-12, Transactions on Machine Learning Research, 2026.

Martha Schnieber; Rolf Drechsler

Polynomial Test Pattern Generation for Fully Testable Circuits derived from KFDDs

In: GI/GMM/ITG Testmethoden und Zuverlässigkeit von Schaltungen und Systemen (TuZ). GI/GMM/ITG Workshop Testmethoden und Zuverlässigkeit von Schaltungen und Systemen (TuZ-2026), February 22-24, Potsdam, Germany, 2026.

Jan Kleinekathöfer; Muhammad Hassan; Rolf Drechsler

Secure Open-Source Chip Design: Logic Locking and Attack Analysis within the OpenLane Flow

In: GI/GMM/ITG Testmethoden und Zuverlässigkeit von Schaltungen und Systemen (TuZ). GI/GMM/ITG Workshop Testmethoden und Zuverlässigkeit von Schaltungen und Systemen (TuZ-2026), February 22-24, Potsdam, Germany, 2026.

Julio Daniel Guerra Hollstein; Shaoyi Huang; Rolf Drechsler; Bing Li; Yalin Zhang

Late Breaking Results: Conversion of Neural Networks into Logic Flows for Edge Computing

In: Design, Automation and Test in Europe Conference (DATE). Design, Automation & Test in Europe (DATE-2026), April 20-22, Verona, Italy, 2026.

Jan Kleinekathöfer; Lennart Weingarten; Kamalika Datta; Rolf Drechsler

Late Breaking Results: Efficient Formal Verification of Highly Optimized MAC Units

In: Design, Automation and Test in Europe Conference (DATE). Design, Automation & Test in Europe (DATE-2026), April 20-22, Verona, Italy, 2026.

Mohamed Nadeem; Chandan Jha; Rolf Drechsler

Late Breaking Results: PolyRAD - Polynomial Formal Verification of Restoring Array Dividers

In: Design, Automation and Test in Europe Conference (DATE). Design, Automation & Test in Europe (DATE), April 20-22, Verona, Italy, 2026.

Ahmed H. Elsayed; Christoph Manss; Tarek Elmihoub; Andrej Lejman; Frederic Theodor Stahl

Towards Robotic Lake Maintenance: Integrating SONAR and Satellite Data to Assist Human Operators

In: Proceedings of the 12th International Conference on Mechatronics and Robotics Engineering (ICMRE 2026). International Conference on Mechatronics and Robotics Engineering (ICMRE-2026), March 2-4, Oldenburg, Germany, Pages 143-148, ISBN 979-8-3315-6366-0, IEEE Xplore, 5/2026.