ReasonWalker: Reasoning Iterative Vision-and-Language Navigation With Implicit Instructions.
This article proposes ReasonWalker, a novel navigation model designed to enable reasoning-based navigation using implicit instructions over time, and proposes a new hierarchical learning paradigm, where the model first learns navigation actions and then acquires scene associations for implicit instruction reasoning.