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Landmark-RxR: SolvingVision-and-Language NavigationwithFine-GrainedAlignmentSupervision

Neural Information Processing Systems

In Vision-and-Language Navigation (VLN) task, an agent is asked to navigate inside 3D indoor environments following given instructions. Cross-modal alignment is one of the most critical challenges in VLN because the predicted trajectory needs to match the given instruction accurately.