Reward Function Design in Multi-Agent Reinforcement Learning for Traffic Signal Control. - Behrad Koohy; Sebastian Stein 001; Enrico H. Gerding; Ghaithaa Manla (ATT@IJCAI, 2022)

Reinforcement Learning and Mechanism Design for Routing of Connected and Autonomous Vehicles. - Behrad Koohy (AAMAS, 2023)

Adaptive Incentive Engineering in Citizen-Centric AI. - Behrad Koohy; Jan Buermann; Vahid Yazdanpanah; Pamela Briggs; Paul Pschierer-Barnfather; Enrico H. Gerding; Sebastian Stein 001 (AAMAS, 2024)

Adaptive Microtolling in Competitive Online Congestion Games via Multiagent Reinforcement Learning. - Behrad Koohy; Sebastian Stein 001; Enrico H. Gerding (AAMAS, 2025)