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eess.SY2024
Guaranteed Reachability on Riemannian Manifolds for Unknown Nonlinear Systems
Taha Shafa, Melkior Ornik
Determining the reachable set for a given nonlinear system is critically important for autonomous trajectory planning for reach-avoid applications and safety critical scenarios. Pr…
math.OC2024
Online Learning and Control Synthesis for Reachable Paths of Unknown Nonlinear Systems
Yiming Meng, Taha Shafa, Jesse Wei +1
In this paper, we present a novel method to drive a nonlinear system to a desired state, with limited a priori knowledge of its dynamic model: local dynamics at a single point and…