Utilizing AI Foundation Models for Language-Driven Zero-Shot Object Navigation Tasks

Author:

Choi Jeong-Hyun,Baek Ho-Jun,Park Chan-Sol,Kim Incheol

Publisher

The Korea Robotics Society

Reference16 articles.

1. CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation

2. Can an Embodied Agent Find Your “Cat-shaped Mug”? LLM-Based Zero-Shot Object Navigation

3. K. Zhou, K. Zheng, C. Pryor, Y. Shen, H. Jin, L. Getoor, and X. E. Wang, “Esc: exploration with soft commonsense constraints for zero-shot object navigation,” 40th International Conference on Machine Learning (ICML), Honolulu, Hawaii, USA, pp. 42829-42842, 2023, [Online], https://dl.acm.org/doi/10.5555/3618408.3620214.

4. Simple Open-Vocabulary Object Detection

5. Grounded Language-Image Pre-training

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