Safe learning in robotics: From learning-based control to safe reinforcement learning L Brunke, M Greeff, AW Hall, Z Yuan, S Zhou, J Panerati, AP Schoellig Annual Review of Control, Robotics, and Autonomous Systems 5, 411-444, 2022 | 175 | 2022 |
Flatness-based model predictive control for quadrotor trajectory tracking M Greeff, AP Schoellig 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018 | 43 | 2018 |
There's no place like home: Visual teach and repeat for emergency return of multirotor uavs during gps failure M Warren, M Greeff, B Patel, J Collier, AP Schoellig, TD Barfoot IEEE Robotics and automation letters 4 (1), 161-168, 2018 | 39 | 2018 |
Exploiting differential flatness for robust learning-based tracking control using Gaussian processes M Greeff, AP Schoellig IEEE Control Systems Letters 5 (4), 1121-1126, 2020 | 34 | 2020 |
Safe-Control-Gym: A Unified Benchmark Suite for Safe Learning-Based Control and Reinforcement Learning in Robotics Z Yuan, AW Hall, S Zhou, L Brunke, M Greeff, J Panerati, AP Schoellig IEEE Robotics and Automation Letters 7 (4), 11142-11149, 2022 | 12 | 2022 |
A perception-aware flatness-based model predictive controller for fast vision-based multirotor flight M Greeff, TD Barfoot, AP Schoellig IFAC-PapersOnLine 53 (2), 9412-9419, 2020 | 11 | 2020 |
Fly Out The Window: Exploiting Discrete-Time Flatness for Fast Vision-Based Multirotor Flight M Greeff, SQ Zhou, AP Schoellig IEEE Robotics and Automation Letters 7 (2), 5023-5030, 2022 | 4 | 2022 |
Model predictive path-following for constrained differentially flat systems M Greeff, AP Schoellig arXiv preprint arXiv:1710.02555, 2017 | 4 | 2017 |
Learning a Stability Filter for Uncertain Differentially Flat Systems using Gaussian Processes M Greeff, AW Hall, AP Schoellig 2021 60th IEEE Conference on Decision and Control (CDC), 789-794, 2021 | 2 | 2021 |
safe-Control-Gym: A Unified Benchmark Suite for Safe Learning-Based Control and Reinforcement Learning in Robotics Z Yuan, AW Hall, S Zhou, L Brunke, M Greeff, J Panerati, AP Schoellig IEEE Robotics and Automation Letters, 2022 | | 2022 |
Flying Flat Out: Fast Multirotor Flight Using Vision-Based Navigation in Real-World Environments M Greeff University of Toronto (Canada), 2022 | | 2022 |