Adaptive Deep Learning for High-Dimensional Hamilton-Jacobi-Bellman Equations

Tenavi Nakamura-Zimmerer, Qi Gong, Wei Kang

Computing optimal feedback controls for nonlinear systems generally requires solving Hamilton-Jacobi-Bellman (HJB) equations, which are notoriously difficult when the state dimensi…