2 papers
cs.MA2026
Beyond Agent Harnesses: Cross-Substrate Authority for Multi-Agent Systems
Yang Li, Sergey Volkov, Hai Liu +6
Agentic systems persist model-visible memory while mutating workspaces, while a runtime, registry, or approval service may hold authority state outside both. Identical final files…
cs.AI2026
Agent-UCT: Upper Confidence Bounds Applied to Trees for Agentic Workflow Optimization with Cost-Awareness
Yang Li, Hai Liu, Dian Shao +8
Optimizing agentic workflows, such as retrieval-augmented generation (RAG) pipelines, requires navigating a combinatorial space of discrete component choices under tight evaluation…