Roman Liessner

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 6

Top Topics

Reinforcement Learning

Threshold Accepting

Top Venues

ICAART (Revised Selected Papers)

Publications

Roman Liessner, Jan Dohmen, Marco A. Wiering
Explainable Reinforcement Learning for Longitudinal Control. ICAART (2) (2021)
Jan Dohmen, Roman Liessner, Christoph Friebel, Bernard Bäker
LongiControl: A Reinforcement Learning Environment for Longitudinal Vehicle Control. ICAART (2) (2021)
Roman Liessner, Jakob Schmitt, Ansgar Dietermann, Bernard Bäker
Hyperparameter Optimization for Deep Reinforcement Learning in Vehicle Energy Management. ICAART (2) (2019)
Roman Liessner, Ansgar Malte Dietermann, Bernard Bäker
Safe Deep Reinforcement Learning Hybrid Electric Vehicle Energy Management. ICAART (Revised Selected Papers) (2018)
Roman Liessner, Christian Schroer, Ansgar Malte Dietermann, Bernard Bäker
Deep Reinforcement Learning for Advanced Energy Management of Hybrid Electric Vehicles. ICAART (2) (2018)
Roman Liessner, Robert Fechert, Bernard Bäker
Derivation of Real Driving Emission Cycles based on Real-world Driving Data - Using Markov Models and Threshold Accepting. VEHITS (2017)