Leveraging Topological Maps in Deep Reinforcement Learning for Multi-Object Navigation

Simon Hakenes, Tobias Glasmachers

This work addresses the challenge of navigating expansive spaces with sparse rewards through Reinforcement Learning (RL). Using topological maps, we elevate elementary actions to o…