Safe data-driven model predictive control of systems with complex dynamics

I Mitsioni, P Tajvar, D Kragic… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In this article, we address the task and safety performance of data-driven model predictive
controllers (DD-MPC) for systems with complex dynamics, ie, temporally or spatially varying …

Data-Driven Damage Detection and Control Adaptation for an Autonomous Underwater Vehicle

Ö Özkahraman, P Tajvar… - 2022 IEEE 61st …, 2022 - ieeexplore.ieee.org
Underwater robotic exploration missions typically involve traveling long distances without
any human contact. The robots that go on such missions risk getting damaged by the …

Multi-Agent Mission Planning and Execution for Small Autonomous Underwater Vehicles

Ö Özkahraman - 2023 - diva-portal.org
Our planet is mostly covered in water, most of it still unexplored. In order to understand our
environment better, oceanographers have been mapping and monitoring these waters using …