Macro-Action Topological Navigation under Noisy Localization using Reinforcement Learning

Simon Hakenes, Tobias Glasmachers

Navigating large, photorealistic 3D apartments from raw pixels is widely considered infeasible for plain reinforcement learning. We build an agent that does it anyway, estimating i…