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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Hao-Yang Cai

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Preprint Aug 2026

MELLON - Multimodal Enhanced LLM for Online Navigation

Web navigation agents are capable of addressing various types of tasks on different websites. Current baselines on web navigation are either unimodal or lack strong reasoning abilities given multimodal inputs. Focusing on the WebShop benchmark, a real-world website simulation, we explore the alignment of text and image...

Rui-Yu Li, Hao-Yang Cai, Zhi-Tong Guo et al. · 0 citations

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