Path Integral Networks: End-to-End Differentiable Optimal Control

Masashi Okada, Luca Rigazio, Takenobu Aoshima

In this paper, we introduce Path Integral Networks (PI-Net), a recurrent network representation of the Path Integral optimal control algorithm. The network includes both system dyn…