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Sylvia Herbert

2 papers indexed

arxiveess.SY2026-07-19

An Update to the Level Set Theorems in Hamilton-Jacobi Reachability Analysis

Dylan Hirsch, William McEneaney, Jaime Fisac, Claire Tomlin, Sylvia Herbert

Hamilton-Jacobi Reachability (HJR) is an important framework for controlling safety-critical systems despite uncertainty. Its theoretical underpinnings are rooted in Hamilton-Jacobi Partial Differential Equations, which provide the value function used for controller synthesis. Th…

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arxiveess.SYq-bio.QM2026-07-15

Exact Decomposition of Adversarial Dual-Objective Value Functions, with Applications to Optimal Drug Dosing

Dylan Hirsch, William Sharpless, Sylvia Herbert

Hamilton-Jacobi Reachability (HJR) is a central framework in safe control theory. While HJR has traditionally focused on a few fundamental tasks, there is increasing interest in scaling to more complex objectives. Recent works have studied the exact decomposition of the value fun…

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