2024
Putting the Iterative Training of Decision Trees to the Test on a Real-World Robotic Task Journal Article
In: arXiv preprint arXiv:2412.04974, 2024.
2023
Iterative Oblique Decision Trees Deliver Explainable RL Models Journal Article
In: Algorithms, vol. 16, no. 6, S. 282, 2023.
2022
Sample-based Rule Extraction for Explainable Reinforcement Learning Proceedings Article
In: 8th International Conference on machine Learning, Optimization, and Data Science (LOD2022), 2022.
2021
Shedding light into the black box of reinforcement learning - extended abstract Proceedings Article
In: Hammer, Barbara; Schilling, Malte; Wiskott, Laurenz (Hrsg.): Workshop on Trustworthy AI in the Wild (at: KI 2021 - German Conf. on AI), 2021.
Suchfeld
Putting the Iterative Training of Decision Trees to the Test on a Real-World Robotic Task Journal Article
In: arXiv preprint arXiv:2412.04974, 2024.
Iterative Oblique Decision Trees Deliver Explainable RL Models Journal Article
In: Algorithms, vol. 16, no. 6, S. 282, 2023.
Sample-based Rule Extraction for Explainable Reinforcement Learning Proceedings Article
In: 8th International Conference on machine Learning, Optimization, and Data Science (LOD2022), 2022.
Shedding light into the black box of reinforcement learning - extended abstract Proceedings Article
In: Hammer, Barbara; Schilling, Malte; Wiskott, Laurenz (Hrsg.): Workshop on Trustworthy AI in the Wild (at: KI 2021 - German Conf. on AI), 2021.