Reinis Cimurs

Goal-Driven Autonomous Exploration Through Deep Reinforcement Learning

In this letter, we present an autonomous navigation system for goal-driven exploration of unknown environments through deep reinforcement learning (DRL). Points of interest (POI) for possible navigation directions are obtained from the environment and an optimal waypoint is selected, based on the av