SOTAVerified

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 125 of 25 papers

TitleStatusHype
Habitat: A Platform for Embodied AI ResearchCode2
Auxiliary Tasks Speed Up Learning PointGoal NavigationCode1
DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion FramesCode1
Sim2Real Predictivity: Does Evaluation in Simulation Predict Real-World Performance?Code1
Habitat-Matterport 3D Dataset (HM3D): 1000 Large-scale 3D Environments for Embodied AICode1
Is Mapping Necessary for Realistic PointGoal Navigation?Code1
Large Batch Simulation for Deep Reinforcement LearningCode1
Learning to Explore using Active Neural SLAMCode1
Learning to Move with Affordance MapsCode1
Out of the Box: Embodied Navigation in the Real WorldCode1
Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models, Benchmark and Efficient EvaluationCode0
VER: Scaling On-Policy RL Leads to the Emergence of Navigation in Embodied RearrangementCode0
Realistic PointGoal Navigation via Auxiliary Losses and Information BottleneckCode0
Embodied Navigation at the Art GalleryCode0
Comparison of Model-Free and Model-Based Learning-Informed Planning for PointGoal NavigationCode0
Unsupervised Visual Odometry and Action Integration for PointGoal Navigation in Indoor Environment0
MPVO: Motion-Prior based Visual Odometry for PointGoal Navigation0
GridToPix: Training Embodied Agents with Minimal Supervision0
How to Train PointGoal Navigation Agents on a (Sample and Compute) Budget0
MOPA: Modular Object Navigation with PointGoal Agents0
Emergence of Maps in the Memories of Blind Navigation Agents0
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
The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation0
Show:102550

No leaderboard results yet.