Moritz Lange

According to our database, Moritz Lange authored at least 11 papers between 2020 and 2024.

Collaborative distances:

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

2024

Interpretable Brain-Inspired Representations Improve RL Performance on Visual Navigation Tasks.

Moritz Lange, Raphael C. Engelhardt, Wolfgang Konen, Laurenz Wiskott

CoRR, 2024

Exploring the Reliability of SHAP Values in Reinforcement Learning.

Raphael C. Engelhardt, Moritz Lange, Laurenz Wiskott, Wolfgang Konen

Proceedings of the Explainable Artificial Intelligence, 2024

2023

Iterative Oblique Decision Trees Deliver Explainable RL Models.

Raphael C. Engelhardt, Marc Oedingen, Moritz Lange, Laurenz Wiskott, Wolfgang Konen

Algorithms, June, 2023

Benchmarks for Physical Reasoning AI.

Andrew Melnik, Robin Schiewer, Moritz Lange, Andrei Ioan Muresanu, Mozhgan Saeidi, Animesh Garg, Helge J. Ritter

Trans. Mach. Learn. Res., 2023

Comparing Modern Build Automation Tools for an Insurance Company.

Arne Koschel, Kim Chi Tran, Alexander Grunewald, Moritz Lange, Anna Pakosch, Irina Astrova

Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

Improving Reinforcement Learning Efficiency with Auxiliary Tasks in Non-visual Environments: A Comparison.

Moritz Lange, Noah Krystiniak, Raphael C. Engelhardt, Wolfgang Konen, Laurenz Wiskott

Proceedings of the Machine Learning, Optimization, and Data Science, 2023

Ökolopoly: Case Study on Large Action Spaces in Reinforcement Learning.

Raphael C. Engelhardt, Ralitsa Raycheva, Moritz Lange, Laurenz Wiskott, Wolfgang Konen

Proceedings of the Machine Learning, Optimization, and Data Science, 2023

2022

Sample-Based Rule Extraction for Explainable Reinforcement Learning.

Raphael C. Engelhardt, Moritz Lange, Laurenz Wiskott, Wolfgang Konen

Proceedings of the Machine Learning, Optimization, and Data Science, 2022

A Case for Modern Build Automation for Intelligent Systems.

Alexander Grunewald, Moritz Lange, Kim Chi Tran, Arne Koschel, Irina Astrova

Proceedings of the Intelligent Systems and Applications, 2022

Modern Build Automation for an Insurance Company Tool Selection.

Moritz Lange, Kim Chi Tran, Alexander Grunewald, Arne Koschel, Anna Pakosch, Irina Astrova

Proceedings of the CENTERIS 2022 - International Conference on ENTERprise Information Systems / ProjMAN - International Conference on Project MANagement / HCist, 2022

2020

Dealing with Data Streams: Complex Event Processing vs. Data Stream Mining.

Moritz Lange, Arne Koschel, Irina Astrova

Proceedings of the Computational Science and Its Applications - ICCSA 2020, 2020