Simulating Storage Policies for an Automated Grid-Based Warehouse System. - Michaela Beckschäfer; Simon Malberg; Kevin Tierney; Christoph Weskamp (ICCL, 2017)

Multi-stage Reinforcement Learning for Object Detection. - Jonas König; Simon Malberg; Martin Martens; Sebastian Niehaus; Artus Krohn-Grimberghe; Arunselvan Ramaswamy (CVC (1), 2019)

A Benchmark Dataset to Distinguish Human-Written and Machine-Generated Scientific Papers. - Mohamed Hesham Ibrahim Abdalla; Simon Malberg; Daryna Dementieva; Edoardo Mosca; Georg Groh (Inf., 2023)

FELIX: Automatic and Interpretable Feature Engineering Using LLMs. - Simon Malberg; Edoardo Mosca; Georg Groh (ECML/PKDD (4), 2024)

A Comprehensive Evaluation of Cognitive Biases in LLMs. - Simon Malberg; Roman Poletukhin; Carolin M. Schuster; Georg Groh (CoRR, 2024)

From Roots to Rewards: Dynamic Tree Reasoning with RL. - Ahmed Bahloul; Simon Malberg (CoRR, 2025)