Roman Liessner

According to our database, Roman Liessner authored at least 7 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

X-Vent: ICU Ventilation with Explainable Model-Based Reinforcement Learning.

Farhad Safaei, Milos Nenadovic, Roman Liessner, Raphael Theilen, Jakob Wittenstein, Jens Lehmann, Sahar Vahdati

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2021

Explainable Reinforcement Learning for Longitudinal Control.

Roman Liessner, Jan Dohmen, Marco A. Wiering

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

LongiControl: A Reinforcement Learning Environment for Longitudinal Vehicle Control.

Jan Dohmen, Roman Liessner, Christoph Friebel, Bernard Bäker

Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021

2019

Hyperparameter Optimization for Deep Reinforcement Learning in Vehicle Energy Management.

Roman Liessner, Jakob Schmitt, Ansgar Dietermann, Bernard Bäker

Proceedings of the 11th International Conference on Agents and Artificial Intelligence, 2019

2018

Deep Reinforcement Learning for Advanced Energy Management of Hybrid Electric Vehicles.

Roman Liessner, Christian Schroer, Ansgar Malte Dietermann, Bernard Bäker

Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

Safe Deep Reinforcement Learning Hybrid Electric Vehicle Energy Management.

Roman Liessner, Ansgar Malte Dietermann, Bernard Bäker

Proceedings of the Agents and Artificial Intelligence - 10th International Conference, 2018

2017

Derivation of Real Driving Emission Cycles based on Real-world Driving Data - Using Markov Models and Threshold Accepting.

Roman Liessner, Robert Fechert, Bernard Bäker

Proceedings of the 3rd International Conference on Vehicle Technology and Intelligent Transport Systems, 2017