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Jeff S. Shamma

3 accepted papers

2025

Constrained Optimization From a Control Perspective via Feedback Linearization

NeurIPS 2025poster

Tools from control and dynamical systems have proven valuable for analyzing and developing optimization methods. In this paper, we establish rigorous theoretical foundations for using feedback linearization—a well-established nonlinear control technique—to solve constrained optimization problems. Fo…

Cited by 0SourceScholar
2023

Higher-Order Uncoupled Dynamics Do Not Lead to Nash Equilibrium - Except When They Do

NeurIPS 2023poster

The framework of multi-agent learning explores the dynamics of how an agent's strategies evolve in response to the evolving strategies of other agents. Of particular interest is whether or not agent strategies converge to well known solution concepts such as Nash Equilibrium (NE). In "higher order''…

Cited by 5SourcePDFScholar
2018

Distributed Real Time Control of Multiple UAVs in Adversarial Environment: Algorithm and Flight Testing Results

ICRA 2018poster

We present a complete design and implementation of a system that consists of multiple quadrotors playing capture the flag game. Our main contributions in this work include a custom built quadrotor platform, an efficient implementation of a distributed trajectory planning algorithm, and a WiFi based…

Cited by 12SourceScholar