High-Dimensional PDE Solving on HJB (Hamilton-Jacobi-Bellman)
0.0867RL2 ErrorFS-PINNs
Evaluation Results
| Method | Links | |
|---|---|---|
| FS-PINNsConstraint=Soft constraint2026.05 | 0.0867 | |
| Multi-Shot EM-BSDEConstraint=Hard constraint2026.05 | 0.1172 | |
| Un-EM-BSDEConstraint=Soft constraint2026.05 | 0.1348 | |
| Heun-BSDEConstraint=Soft constraint2026.05 | 0.1424 | |
| Un-EM-BSDEConstraint=Hard constraint2026.05 | 0.1444 | |
| Multi-Shot EM-BSDEConstraint=Soft constraint2026.05 | 0.1617 | |
| FS-PINNsConstraint=Hard constraint2026.05 | 0.1876 | |
| ShotgunConstraint=Hard constraint2026.05 | 0.2036 | |
| Heun-BSDEConstraint=Hard constraint2026.05 | 0.2655 | |
| EM-BSDEConstraint=Hard constraint2026.05 | 0.3433 | |
| EM-BSDEConstraint=Soft constraint2026.05 | 0.4055 | |
| ShotgunConstraint=Soft constraint2026.05 | 1.1409 |