Model-Driven Policy Optimization in Differentiable Simulators via Stochastic Exploration

Yuval Aroosh, Ayal Taitler

Differentiable planning enables gradient-based optimization of decision-making problems by leveraging differentiable models of system dynamics. However, in highly nonlinear and hyb…