Is Mapping Necessary for Realistic PointGoal Navigation?

Author:

Partsey Ruslan1,Wijmans Erik2,Yokoyama Naoki1,Dobosevych Oles1,Batra Dhruv2,Maksymets Oleksandr1

Affiliation:

1. Ukrainian Catholic University

2. Georgia Institute of Technology

Publisher

IEEE

Reference39 articles.

1. The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation

2. mixup: Beyond empirical risk minimization;hongyi;International Conference on Learning Representations,0

3. Dd-ppo: Learning near-perfect pointgoal navigators from 2.5 billion frames;wijmans;Eighth International Conference on Learning Representations,0

4. Cognitive maps in rats and men.

Cited by 16 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. VLFM: Vision-Language Frontier Maps for Zero-Shot Semantic Navigation;2024 IEEE International Conference on Robotics and Automation (ICRA);2024-05-13

2. IndoorSim-to-OutdoorReal: Learning to Navigate Outdoors Without Any Outdoor Experience;IEEE Robotics and Automation Letters;2024-05

3. Object Goal Navigation with Recursive Implicit Maps;2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS);2023-10-01

4. Learning Whom to Trust in Navigation: Dynamically Switching Between Classical and Neural Planning;2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS);2023-10-01

5. Learning-Augmented Model-Based Planning for Visual Exploration;2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS);2023-10-01

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