Lenart Treven Ph.D. Student External Website lenart.treven@inf.ethz.ch CAB F 61.1 +41 77 999 6574 While my research interest is very broad, I am currently exploring the areas of Continuous-time Reinforcement Learning. Publications 2021 Distributional Gradient Matching for Learning Uncertain Neural Dynamics Models L. Treven, P. Wenk, F. Dörfler, A. KrauseIn Proc. Neural Information Processing Systems (NeurIPS), 2021[bibtex] [abstract] [pdf] Learning Stabilizing Controllers for Unstable Linear Quadratic Regulators from a Single Trajectory L. Treven, S. Curi, M. Mutný, A. KrauseIn Proc. Learning for Dynamics and Control (L4DC), 2021[bibtex] [abstract] [pdf]
