Malte Lehna

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Renewable Energy

Reinforcement Learning

Top Venues

MIDAS@PKDD/ECML

Publications

Malte Lehna, Mohamed Hassouna, Dmitry Degtyar, Sven Tomforde, Christoph Scholz
Fault Detection for agents on power grid topology optimization: A Comprehensive analysis. CoRR (2024)
Malte Lehna, Clara Holzhüter, Sven Tomforde, Christoph Scholz
HUGO - Highlighting Unseen Grid Options: Combining Deep Reinforcement Learning with a Heuristic Target Topology Approach. CoRR (2024)
René Heinrich, Christoph Scholz, Stephan Vogt, Malte Lehna
Targeted adversarial attacks on wind power forecasts. Mach. Learn. 113 (2) (2024)
René Heinrich, Christoph Scholz, Stephan Vogt, Malte Lehna
Targeted Adversarial Attacks on Wind Power Forecasts. CoRR (2023)
Malte Lehna, Jan Viebahn, Christoph Scholz, Antoine Marot, Sven Tomforde
Managing power grids through topology actions: A comparative study between advanced rule-based and reinforcement learning agents. CoRR (2023)
Malte Lehna, Björn Hoppmann, René Heinrich, Christoph Scholz
A Reinforcement Learning Approach for the Continuous Electricity Market of Germany: Trading from the Perspective of a Wind Park Operator. CoRR (2021)
Christoph Scholz, Malte Lehna, Katharina Brauns, André Baier
Towards the Prediction of Electricity Prices at the Intraday Market Using Shallow and Deep-Learning Methods. MIDAS@PKDD/ECML (2020)