An optimal control perspective on diffusion-based generative modeling.

Julius Berner Lorenz Richter Karen Ullrich

Published in: Trans. Mach. Learn. Res. (2024)

Keyphrases

optimal control
control problems
dynamic programming
feedback control
control strategy
class of nonlinear systems
control law
infinite horizon
brownian motion
risk sensitive
optimal control problems
lyapunov function
reinforcement learning
generative model
multiscale
probabilistic model