Growing Trees with an Agent: Accelerating RRTs with Learned, Multi-Step Episodic Exploration

Xinyu Wu

Classical sampling-based motion planners like the RRTs suffer from inefficiencies, particularly in cluttered or high-dimensional spaces, due to their reliance on undirected, random…