The large time profile for Hamilton--Jacobi--Bellman equations
Diogo A. Gomes, Hiroyoshi Mitake, Hung V. Tran

TL;DR
This paper investigates the large-time behavior of viscosity solutions to second-order Hamilton--Jacobi--Bellman equations with convex Hamiltonians, providing a measure-based representation and characterizing the limit in terms of initial data and Mather measures.
Contribution
It introduces a novel measure-based representation for solutions and characterizes the large-time limit using generalized Mather measures, addressing solution selection issues.
Findings
Representation of viscosity solutions via generalized holonomic measures
Characterization of the large-time limit using initial data and Mather measures
New results on generalized Mather measures and duality theorems
Abstract
Here, we study the large-time limit of viscosity solutions of the Cauchy problem for second-order Hamilton--Jacobi--Bellman equations with convex Hamiltonians in the torus. This large-time limit solves the corresponding stationary problem, sometimes called the ergodic problem. This problem, however, has multiple viscosity solutions and, thus, a key question is which of these solutions is selected by the limit. Here, we provide a representation for the viscosity solution to the Cauchy problem in terms of generalized holonomic measures. Then, we use this representation to characterize the large-time limit in terms of the initial data and generalized Mather measures. In addition, we establish various results on generalized Mather measures and duality theorems that are of independent interest.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
