الباحثون

Zaijing Li

المنشورات 2

نسخة أولية وصول مفتوح

Inline Memory Meets Reusable Skills: Memory-centric Framework for Vision-Language-Action Model

Zaijing Li, Rui Shao, Bing Hu وآخرون · 2026

Vision-Language-Action (VLA) models have shown strong promise for general-purpose robotic manipulation, yet adapting them to new tasks and domains remains inefficient: existing methods often rely on parameter tuning, incurring substantial costs and risking catastrophic forgetting of previously learned tasks. To address …

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NavHarness: Adaptive Goals for Agentic Vision-Language Navigation

Haoxiang Shi, Zaijing Li, Muhe Ding وآخرون · 2026

Vision-Language Navigation (VLN) requires embodied agents to generate actions based on instructions and observations. General-purpose multimodal agents offer a promising basis for this task, but selecting plausible local actions does not ensure that execution remains consistent with the intended route, particularly in …

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