no code implementations • 18 Feb 2024 • Inigo Incer, Noel Csomay-Shanklin, Aaron Ames, Richard M. Murray
We consider the problem of reasoning about networked and layered control systems using assume-guarantee specifications.
1 code implementation • 1 Apr 2022 • Noel Csomay-Shanklin, Andrew J. Taylor, Ugo Rosolia, Aaron D. Ames
Modern control systems must operate in increasingly complex environments subject to safety constraints and input limits, and are often implemented in a hierarchical fashion with different controllers running at multiple time scales.
1 code implementation • 10 Sep 2021 • Yuxiao Chen, Ugo Rosolia, Wyatt Ubellacker, Noel Csomay-Shanklin, Aaron D. Ames
Motion planning for autonomous robots and vehicles in presence of uncontrolled agents remains a challenging problem as the reactive behaviors of the uncontrolled agents must be considered.
1 code implementation • 10 Nov 2020 • Maegan Tucker, Noel Csomay-Shanklin, Wen-Loong Ma, Aaron D. Ames
This paper presents a framework that leverages both control theory and machine learning to obtain stable and robust bipedal locomotion without the need for manual parameter tuning.