Skip to content
Log in
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

Author

Ya-Ni Guo

View on Semantic Scholar

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#artificial intelligence Book Open access Jun 2026

Lookahead-R: Budget-Aware Tool Retrieval via Execution-Centric Planning

Lookahead-R is proposed, a planning-based framework that reformulates tool retrieval as a resource-constrained sequential decision-making problem that introduces a lightweight execution-aware surrogate world model that jointly predicts tool execution success, latency cost, and semantic utility—without invoking real API...

Zong-Ze Wu, Ya-Ni Guo, Run-Nan Li · 1 citation

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.