Müller, Johannes

8 publications

ICML 2025 Embedding Safety into RL: A New Take on Trust Region Methods Nikola Milosevic, Johannes Müller, Nico Scherf

ICMLW 2024 Essentially Sharp Estimates on the Entropy Regularization Error in Discounted Markov Decision Processes Johannes Müller, Semih Cayci

NeurIPS 2024 Kronecker-Factored Approximate Curvature for Physics-Informed Neural Networks Felix Dangel, Johannes Müller, Marius Zeinhofer

ICML 2024 Position: Optimization in SciML Should Employ the Function Space Geometry Johannes Müller, Marius Zeinhofer

ICML 2023 Achieving High Accuracy with PINNs via Energy Natural Gradient Descent Johannes Müller, Marius Zeinhofer

ICLR 2022 The Geometry of Memoryless Stochastic Policy Optimization in Infinite-Horizon POMDPs Johannes Müller, Guido Montufar

ICLRW 2020 Deep Ritz Revisited Johannes Müller, Marius Zeinhofer

ICLRW 2020 On the Space-Time Expressivity of ResNets Johannes Müller