| 2024 | ECAI | X-Vent: ICU Ventilation with Explainable Model-Based Reinforcement Learning. | Farhad Safaei, Milos Nenadovic, Roman Liessner, Raphael Theilen, Jakob Wittenstein, Jens Lehmann, Sahar Vahdati |
| 2021 | ICAART | LongiControl: A Reinforcement Learning Environment for Longitudinal Vehicle Control. | Jan Dohmen, Roman Liessner, Christoph Friebel, Bernard Bker |
| 2021 | ICAART | Explainable Reinforcement Learning for Longitudinal Control. | Roman Liessner, Jan Dohmen, Marco A. Wiering |
| 2019 | ICAART | Hyperparameter Optimization for Deep Reinforcement Learning in Vehicle Energy Management. | Roman Liessner, Jakob Schmitt, Ansgar Dietermann, Bernard Bker |
| 2018 | ICAART | Safe Deep Reinforcement Learning Hybrid Electric Vehicle Energy Management. | Roman Liessner, Ansgar Malte Dietermann, Bernard Bker |
| 2018 | ICAART | Deep Reinforcement Learning for Advanced Energy Management of Hybrid Electric Vehicles. | Roman Liessner, Christian Schroer, Ansgar Malte Dietermann, Bernard Bker |
| 2017 | VEHITS | Derivation of Real Driving Emission Cycles based on Real-world Driving Data - Using Markov Models and Threshold Accepting. | Roman Liessner, Robert Fechert, Bernard Bker |