no code implementations • 20 Apr 2024 • Namkyeong Cho, Yeoneung Kim
We address the crucial yet underexplored stability properties of the Hamilton--Jacobi--Bellman (HJB) equation in model-free reinforcement learning contexts, specifically for Lipschitz continuous optimal control problems.
no code implementations • 14 Feb 2024 • Namkyeong Cho, Junseung Ryu, Hyung Ju Hwang
This study investigates the impact of Sobolev Training on operator learning frameworks for improving model performance.