A time-dependent symplectic network for non-convex path planning problems with linear and nonlinear dynamics

Zhen Zhang, Chenye Wang, Shanqing Liu +2

We propose a novel neural network architecture (TSympOCNet) to address high--dimensional optimal control problems with linear and nonlinear dynamics. An important application of th…