| Stability of Controllers for Gaussian Process Forward Models J Vinogradska, B Bischoff, D Nguyen-Tuong, H Schmidt, A Romer, ... Proceedings of The 33rd International Conference on Machine Learning, 545-554, 2016 | 47 | 2016 |
| Noisy-input entropy search for efficient robust Bayesian optimization L Fröhlich, E Klenske, J Vinogradska, C Daniel, M Zeilinger International Conference on Artificial Intelligence and Statistics, 2262-2272, 2020 | 28 | 2020 |
| Stability of controllers for Gaussian process dynamics J Vinogradska, B Bischoff, D Nguyen-Tuong, J Peters The Journal of Machine Learning Research 18 (1), 3483-3519, 2017 | 22 | 2017 |
| Numerical quadrature for probabilistic policy search J Vinogradska, B Bischoff, J Achterhold, T Koller, J Peters IEEE transactions on pattern analysis and machine intelligence 42 (1), 164-175, 2018 | 14 | 2018 |
| Transfer learning with gaussian processes for bayesian optimization P Tighineanu, K Skubch, P Baireuther, A Reiss, F Berkenkamp, ... International Conference on Artificial Intelligence and Statistics, 6152-6181, 2022 | 12 | 2022 |
| Model-Based Uncertainty in Value Functions CE Luis, AG Bottero, J Vinogradska, F Berkenkamp, J Peters International Conference on Artificial Intelligence and Statistics, 8029-8052, 2023 | 3 | 2023 |
| Approximate value iteration based on numerical quadrature J Vinogradska, B Bischoff, J Peters IEEE Robotics and Automation Letters 3 (2), 1330-1337, 2018 | 3 | 2018 |
| Gaussian processes in reinforcement learning: Stability analysis and efficient value propagation J Vinogradska Technische Universität, 2018 | 3 | 2018 |
| Information-Theoretic Safe Exploration with Gaussian Processes A Bottero, C Luis, J Vinogradska, F Berkenkamp, JR Peters Advances in Neural Information Processing Systems 35, 30707-30719, 2022 | 1 | 2022 |
| Scalable Meta-Learning with Gaussian Processes P Tighineanu, L Grossberger, P Baireuther, K Skubch, S Falkner, ... arXiv preprint arXiv:2312.00742, 2023 | | 2023 |
| Value-Distributional Model-Based Reinforcement Learning CE Luis, AG Bottero, J Vinogradska, F Berkenkamp, J Peters arXiv preprint arXiv:2308.06590, 2023 | | 2023 |
| Method and device for setting at least one parameter of an actuator control system, actuator control system and data set B Bischoff, J Vinogradska, J Peters US Patent 11,669,070, 2023 | | 2023 |
| System, device, and method for controlling a physical or chemical process P Tighineanu, A Reiss, F Berkenkamp, J Vinogradska, K Skubch, ... US Patent App. 17/950,542, 2023 | | 2023 |
| Method and device for setting at least one parameter of an actuator control system and actuator control system B Bischoff, J Vinogradska, J Peters US Patent 11,550,272, 2023 | | 2023 |
| Method and device for setting operating parameters of a physical system A Ilin, A Eivazi, H Ridderbusch, J Vinogradska, P Tighineanu US Patent App. 17/452,163, 2022 | | 2022 |
| Method and device for ascertaining the energy input of laser welding using artificial intelligence A Ilin, A Michalowski, A Eivazi, H Ridderbusch, J Vinogradska, ... US Patent App. 17/510,215, 2022 | | 2022 |
| Verfahren und vorrichtung zum betreiben eines aktorregelungssystems, computerprogramm und maschinenlesbares speichermedium B Bischoff, J Vinogradska, J Peters | | 2022 |
| Method and device for operating an actuator regulation system, computer program and machine-readable storage medium B Bischoff, J Vinogradska, J Peters US Patent App. 17/475,911, 2022 | | 2022 |
| Method and device for operating a laser material processing machine A Kroschel, A Ilin, A Michalowski, H Ridderbusch, J Vinogradska, ... US Patent App. 17/385,475, 2022 | | 2022 |
| Method and device for operating a laser material processing machine A Kroschel, A Ilin, A Michalowski, H Ridderbusch, J Vinogradska, ... US Patent App. 17/384,167, 2022 | | 2022 |
Jan PetersProfessor for Intelligent Autonomous Systems at Technische Universität DarmstadtBestätigte E-Mail-Adresse bei ias.tu-darmstadt.de
