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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
Embodied Navigation at the Art GalleryCode0
Comparison of Model-Free and Model-Based Learning-Informed Planning for PointGoal NavigationCode0
Realistic PointGoal Navigation via Auxiliary Losses and Information BottleneckCode0
Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models, Benchmark and Efficient EvaluationCode0
The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation0
Unsupervised Visual Odometry and Action Integration for PointGoal Navigation in Indoor Environment0
MPVO: Motion-Prior based Visual Odometry for PointGoal Navigation0
VER: Scaling On-Policy RL Leads to the Emergence of Navigation in Embodied Rearrangement0
Emergence of Maps in the Memories of Blind Navigation Agents0
GridToPix: Training Embodied Agents with Minimal Supervision0
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