Kernel-based diffusion approximated Markov decision processes for autonomous navigation and control on unstructured terrains

Junhong Xu, Kai Yin, Zheng Chen +3

We propose a diffusion approximation method to the continuous-state Markov Decision Processes (MDPs) that can be utilized to address autonomous navigation and control in unstructur…