The ability to autonomously explore and navigate a physical space is a
fundamental requirement for virtually any mobile autonomous agent, from
household robotic vacuums to autonomous vehicles. Traditional SLAM-based
approaches for exploration and navigation largely focus on leveraging scene
geometry, but fail to model dynamic objects (such as other agents) o