Autonomous Exploration Under Uncertainty via Deep Reinforcement Learning on Graphs

Fanfei Chen, John D. Martin, Yewei Huang +2

We consider an autonomous exploration problem in which a range-sensing mobile robot is tasked with accurately mapping the landmarks in an a priori unknown environment efficiently i…