Rushi Bhavesh Shah

Metric-Free Exploration for Topological Mapping by Task and Motion Imitation in Feature Space

We propose DeepExplorer, a simple and lightweight metric-free exploration method for topological mapping of unknown environments. It performs task and motion planning (TAMP) entirely in image feature space. The task planner is a recurrent network using the latest image observation sequence to halluc…