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PointGoal Navigation

Point goal navigation is a task where an agent navigates to a specific location, defined by coordinates (x, y), in an environment using sensory inputs like vision or depth, without a pre-built map, relying on real-time perception and decision-making.

Papers

Showing 1120 of 25 papers

TitleStatusHype
Emergence of Maps in the Memories of Blind Navigation Agents0
GridToPix: Training Embodied Agents with Minimal Supervision0
The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation0
MOPA: Modular Object Navigation with PointGoal Agents0
How to Train PointGoal Navigation Agents on a (Sample and Compute) Budget0
Unsupervised Visual Odometry and Action Integration for PointGoal Navigation in Indoor Environment0
MPVO: Motion-Prior based Visual Odometry for PointGoal Navigation0
TANGO: Training-free Embodied AI Agents for Open-world Tasks0
THDA: Treasure Hunt Data Augmentation for Semantic Navigation0
Benchmarking Augmentation Methods for Learning Robust Navigation Agents: the Winning Entry of the 2021 iGibson Challenge0
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