Safe value functions PF Massiani, S Heim, F Solowjow, S Trimpe IEEE Transactions on Automatic Control 68 (5), 2743-2757, 2022 | 11 | 2022 |
On exploration requirements for learning safety constraints PF Massiani, S Heim, S Trimpe Learning for Dynamics and Control, 905-916, 2021 | 6 | 2021 |
Data-Driven Observability Analysis for Nonlinear Stochastic Systems PF Massiani*, M Buisson-Fenet*, F Solowjow, F Di Meglio, S Trimpe IEEE Transactions on Automatic Control, 2023 | 3 | 2023 |
On the Consistency of Kernel Methods with Dependent Observations PF Massiani, S Trimpe, F Solowjow Forty-first International Conference on Machine Learning, 2024 | | 2024 |
Viability of Future Actions: Robust Reinforcement Learning via Entropy Regularization PF Massiani*, A von Rohr*, L Haverbeck, S Trimpe Seventeenth European Workshop on Reinforcement Learning, 0 | | |
On Statistical Learning Theory for Distributional Inputs C Fiedler, PF Massiani, F Solowjow, S Trimpe Forty-first International Conference on Machine Learning, 0 | | |