Research2026-04-22
Learning the Riccati solution operator for time-varying LQR via Deep Operator Networks
Source: Arxiv CS.AI
arXiv:2604.18507v2 Announce Type: replace-cross Abstract: We propose a computational framework for replacing the repeated numerical solution of differential Riccati equations in finite-horizon Linear Quadratic Regulator (LQR) problems by a learned operator surrogate. Instead of solving a nonlinear...
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