stochastic optimal control

5 papers

• Integration Matters for Learning PDEs with Backwards SDEs
• MDNS: Masked Diffusion Neural Sampler via Stochastic Optimal Control
• Memory-Augmented Potential Field Theory: A Framework for Adaptive Control in Non-Convex Domains
• Non-equilibrium Annealed Adjoint Sampler
• Trust Region Constrained Measure Transport in Path Space for Stochastic Optimal Control and Inference