A Kernel Two-sample Test for Dynamical Systems

v1v2v3 (latest)

A Kernel Two-sample Test for Dynamical Systems

23 April 2020

Friedrich Solowjow

Dominik Baumann

Christian Fiedler

Andreas J. Jocham

Thomas Seel

Sebastian Trimpe

ArXiv (abs)PDF HTML

Papers citing "A Kernel Two-sample Test for Dynamical Systems"

8 / 8 papers shown

Title
Machine Learning for Two-Sample Testing under Right-Censored Data: A Simulation Study Petr Philonenko S. Postovalov 62 0 0 12 Sep 2024
Safe reinforcement learning in uncertain contexts Dominik Baumann Thomas B. Schon OffRL 39 0 0 11 Jan 2024
Neural Network Approximation for Pessimistic Offline Reinforcement Learning Di Wu Yuling Jiao Li Shen Haizhao Yang Xiliang Lu OffRL 87 1 0 19 Dec 2023
Multimodal Multi-User Surface Recognition with the Kernel Two-Sample Test Behnam Khojasteh Friedrich Solowjow Sebastian Trimpe Katherine J. Kuchenbecker 40 6 0 08 Mar 2023
Data-Driven Observability Analysis for Nonlinear Stochastic Systems P. Massiani Mona Buisson-Fenet Friedrich Solowjow F. D. Meglio Sebastian Trimpe 138 3 0 23 Feb 2023
Improving the Performance of Robust Control through Event-Triggered Learning Alexander von Rohr Friedrich Solowjow Sebastian Trimpe OOD 13 1 0 28 Jul 2022
Change Detection of Markov Kernels with Unknown Pre and Post Change Kernel Hao Chen Jiacheng Tang Abhishek Gupta 61 7 0 27 Jan 2022
Identifying Causal Structure in Dynamical Systems Dominik Baumann Friedrich Solowjow Karl H. Johansson Sebastian Trimpe CML 59 10 0 06 Jun 2020