Beyond Specialization: Robust Reinforcement Learning Navigation via Procedural Map Generators
arXiv:2605.02528v1 Announce Type: new
Abstract: Deep reinforcement learning (DRL) navigation policies often overfit to the structure of their training environments, as environmental diversity is typically constrained by the manual effort required to d…