Author

Yu Li

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#artificial intelligence Preprint Oct 2026

PolicyMediator: Multi-Regional Policy Learning through Mediation Agents with Evolving Skills in OPC Ecosystems

PolicyMediator is introduced, a cognition-constrained leader-multi-follower Stackelberg framework with bilateral mediation that improves the aggregate government objective, combining economic performance, employment benefit, and policy-access equality, by 42.4% and average OPC utility by 40.9%.

Jie-Ming Li, Bin Guo, Georgina Curto et al. · 0 citations

Review Aug 2026

What Language Does and What the Evidence Supports: A Functional Role Taxonomy and Evidence Audit of Language Grounding in Embodied Agents

This survey evaluates grounding claim by claim, asking whether the reported evidence supports the specific responsibility assigned to language, and uses role claims rather than architectures as the unit of comparison to compare modular and end-to-end embodied agents without extending conclusions beyond the reported evi...

Yi-Fan Guo, Chenghao Li, Zhu Wang et al. · 0 citations