no code implementations • 26 Oct 2022 • Minghui Sun, Zhaoyang Chen, Georgios Bakirtzis, Hassan Jafarzadeh, Cody Fleming
Set-Based Design is a promising approach to complex systems design as it supports alternative exploration and gradual uncertainty reduction.
no code implementations • 23 Jun 2021 • Hassan Jafarzadeh, Cody Fleming
In this paper, we present a data-driven Model Predictive Controller that leverages a Gaussian Process to generate optimal motion policies for connected autonomous vehicles in regions with uncertainty in the wireless channel.