Tempered Sequential Monte Carlo for Trajectory and Policy Optimization with Differentiable Dynamics

Heng Yang

We propose a sampling-based framework for finite-horizon trajectory and policy optimization under differentiable dynamics by casting controller design as inference. Specifically, w…