Business Intelligence for Business Processes: the Case of IT Incident Management. - Niklas Goby; Tobias Brandt; Stefan Feuerriegel; Dirk Neumann 001 (ECIS, 2016)

Transfer Learning versus Multiagent Learning regarding Distributed Decision-Making in Highway Traffic. - Mark Schutera; Niklas Goby; Dirk Neumann 001; Markus Reischl (ATT@IJCAI, 2018)

Transfer Learning versus Multi-agent Learning regarding Distributed Decision-Making in Highway Traffic. - Mark Schutera; Niklas Goby; Dirk Neumann 001; Markus Reischl (CoRR, 2018)

Distributed traffic light control at uncoupled intersections with real-world topology by deep reinforcement learning. - Mark Schutera; Niklas Goby; Stefan Smolarek; Markus Reischl (CoRR, 2018)

Deep reinforcement learning with combinatorial actions spaces: An application to prescriptive maintenance. - Niklas Goby; Tobias Brandt; Dirk Neumann 001 (Comput. Ind. Eng., 2023)

Integrating Human Knowledge Through Action Masking in Reinforcement Learning for Operations Research. - Mirko Stappert; Bernhard Lutz; Niklas Goby; Dirk Neumann 001 (CoRR, 2025)