List your company
ResearchFormerly WizWand

High-Dimensional PDE Solving on HJB (Hamilton-Jacobi-Bellman)

0.0867RL2 ErrorFS-PINNs
0.0445320.3291660.61380.898434May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
FS-PINNsConstraint=Soft constraint2026.050.0867
Multi-Shot EM-BSDEConstraint=Hard constraint2026.050.1172
Un-EM-BSDEConstraint=Soft constraint2026.050.1348
Heun-BSDEConstraint=Soft constraint2026.050.1424
Un-EM-BSDEConstraint=Hard constraint2026.050.1444
Multi-Shot EM-BSDEConstraint=Soft constraint2026.050.1617
FS-PINNsConstraint=Hard constraint2026.050.1876
ShotgunConstraint=Hard constraint2026.050.2036
Heun-BSDEConstraint=Hard constraint2026.050.2655
EM-BSDEConstraint=Hard constraint2026.050.3433
EM-BSDEConstraint=Soft constraint2026.050.4055
ShotgunConstraint=Soft constraint2026.051.1409