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Michael O’Connell

2 accepted papers

2024

Hierarchical Meta-learning-based Adaptive Controller

ICRA 2024poster

We study how to design learning-based adaptive controllers that enable fast and accurate online adaptation in changing environments. In these settings, learning is typically done during an initial (offline) design phase, where the vehicle is exposed to different environmental conditions and disturba…

Cited by 2SourceScholar
2019

Neural Lander: Stable Drone Landing Control Using Learned Dynamics

ICRA 2019poster

Precise near-ground trajectory control is difficult for multi-rotor drones, due to the complex aerodynamic effects caused by interactions between multi-rotor airflow and the environment. Conventional control methods often fail to properly account for these complex effects and fall short in accomplis…

Cited by 370SourceScholar