Guided Trajectory Generation with Diffusion Models for Offline
Model-based Optimization
Guided Trajectory Generation with Diffusion Models for Offline
Model-based Optimization
Optimizing complex and high-dimensional black-box functions is ubiquitous in science and engineering fields. Unfortunately, the online evaluation of these functions is restricted due to time and safety constraints in most cases. In offline model-based optimization (MBO), we aim to find a design that maximizes the target function using only a …