Challenges in Reward Design for Reinforcement Learning-based Traffic Signal Control: An Investigation using a CO2 Emission Objective. - Max Schumacher; Christian Medeiros Adriano; Holger Giese (SUMO, 2023)

Detection of bipartite quantum correlations by local generalized measurements - Max Schumacher (2024)

Ace-CEFR - A Dataset for Automated Evaluation of the Linguistic Difficulty of Conversational Texts for LLM Applications. - David Kogan; Max Schumacher; Sam Nguyen; Masanori Suzuki; Melissa Smith; Chloe Sophia Bellows; Jared Bernstein (CoRR, 2025)