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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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Tyler Payne

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Preprint Aug 2026

From Passive Delegates to Strategic Negotiators: Reinforcing Social Reasoning in Small Language Models with SocialRL

This work presents SocialRL, a general recipe that trains social reasoning directly, and applies it to a 4B model across six domains: Deal-or-No-Deal, CaSiNo, Craigslist, Job Interview, Calendar, and Marketplace, finding that in-domain training reaches the frontier.

Wenyue Hua, Zachary Huang, Tyler Payne et al. · 0 citations

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