Hanrui Chen

Chain-of-Search: Parameter-Efficient Reasoning for Zero-Shot Object Navigation

Zero-shot object navigation tasks agents with locating target objects in unseen environments—a core capability of embodied intelligence. While recent vision-language navigation methods leverage Large Language Models (LLMs) for multimodal reasoning, they suffer from two key limitations: (1) semantic