| Neural Contraction Metrics for Robust Estimation and Control: A Convex Optimization Approach H Tsukamoto, SJ Chung IEEE Control Systems Letters (L-CSS) 5 (1), pp. 211-216, 2021 | 42 | 2021 |
| Contraction theory for nonlinear stability analysis and learning-based control: A tutorial overview H Tsukamoto, SJ Chung, JJE Slotine Annual Reviews in Control 52, 135-169, 2021 | 34 | 2021 |
| Robust Controller Design for Stochastic Nonlinear Systems via Convex Optimization H Tsukamoto, SJ Chung IEEE Transactions on Automatic Control (Early Access), 2020 | 34 | 2020 |
| Neural Stochastic Contraction Metrics for Learning-based Control and Estimation H Tsukamoto, SJ Chung, JJE Slotine IEEE Control Systems Letters (L-CSS), Preprint Version, 2020 | 30 | 2020 |
| Learning-based robust motion planning with guaranteed stability: A contraction theory approach H Tsukamoto, SJ Chung IEEE Robotics and Automation Letters 6 (4), 6164-6171, 2021 | 14 | 2021 |
| Convex Optimization-based Controller Design for Stochastic Nonlinear Systems using Contraction Analysis H Tsukamoto, SJ Chung 58th IEEE Conference on Decision and Control (CDC), pp. 8196–8203, 2019 | 12 | 2019 |
| Learning-based adaptive control via contraction theory H Tsukamoto, SJ Chung, JJ Slotine IEEE CDC, 2021 | 9 | 2021 |
| Safe motion planning with tubes and contraction metrics S Singh, H Tsukamoto, BT Lopez, SJ Chung, JJ Slotine 2021 60th IEEE Conference on Decision and Control (CDC), 2943-2948, 2021 | 6 | 2021 |
| A theoretical overview of neural contraction metrics for learning-based control with guaranteed stability H Tsukamoto, SJ Chung, JJ Slotine, C Fan 2021 60th IEEE Conference on Decision and Control (CDC), 2949-2954, 2021 | 5 | 2021 |
| Neural-Rendezvous: Learning-based Robust Guidance and Control to Encounter Interstellar Objects H Tsukamoto, SJ Chung, B Donitz, M Ingham, D Mages, YK Nakka arXiv preprint arXiv:2208.04883, 2022 | 2 | 2022 |
| Learning-based adaptive control using contraction theory H Tsukamoto, SJ Chung, JJ Slotine 2021 60th IEEE Conference on Decision and Control (CDC), 2533-2538, 2021 | 2 | 2021 |
| Interstellar Object Accessibility and Mission Design BPS Donitz, D Mages, H Tsukamoto, P Dixon, D Landau, SJ Chung, ... arXiv preprint arXiv:2210.14980, 2022 | 1 | 2022 |
| Imitation Learning for Robust and Safe Real-time Motion Planning: A Contraction Theory Approach. H Tsukamoto, SJ Chung CoRR, 2021 | | 2021 |
Soon-Jo ChungBren Professor of Control and Dynamical Systems at Caltech; JPL Senior Research ScientistDirección de correo verificada de caltech.edu
