Socially Aware Object Goal Navigation With Heterogeneous Scene Representation Learning

B Chen, H Zhu, S Yao, S Lu, P Zhong… - IEEE Robotics and …, 2024 - ieeexplore.ieee.org
Socially aware Object Goal Navigation (ObjectNav) requires robots to navigate to objects
with specific semantic categories while understanding complex human social awareness …

Leveraging Large Language Model-based Room-Object Relationships Knowledge for Enhancing Multimodal-Input Object Goal Navigation

L Sun, A Kanezaki, G Caron, Y Yoshiyasu - arXiv preprint arXiv …, 2024 - arxiv.org
Object-goal navigation is a crucial engineering task for the community of embodied
navigation; it involves navigating to an instance of a specified object category within unseen …

HSPNav: Hierarchical Scene Prior Learning for Visual Semantic Navigation Towards Real Settings

J Kang, B Chen, P Zhong, H Yang… - … on Robotics and …, 2024 - ieeexplore.ieee.org
Visual Semantic Navigation (VSN) aims at navigating a robot to a given target object in a
previously unseen scene. To tackle this task, the robot must learn a nimble navigation policy …

Embodied Contrastive Learning with Geometric Consistency and Behavioral Awareness for Object Navigation

B Chen, J Kang, P Zhong, Y Liang, Y Sheng… - ACM Multimedia … - openreview.net
Object Navigation (ObjcetNav), which enables an agent to seek any instance of an object
category specified by a semantic label, has shown great advances. However, current agents …