Automated Unmapped Forest Path Navigation of Mobile Rover Using Neural Networks

Abstract

In this paper, a system for autonomous navigation of unmapped forest paths in a simulation, along with a new simulator for testing and training it is presented. For navigation, it uses a combination of path planning and deep neural networks trained with imitation learning.

Keywords

• imitation learning
• forest
• deep learning
• simulation
• path planning