2 papers
cs.AI2026
Replan, Repair, or Edit? A Unified Empirical Evaluation of Travel Agents for Itinerary Revision under Resource Disruptions
Xiaofei Yuan, Yan Zhang, Shaobo Qiao +7
Travel-planning agents generate itineraries that may become infeasible after acceptance because of flight cancellations, hotel unavailability, or attraction closures. Revising thes…
cs.CL2026
Staying In Character: Perspective-Bounded Memory For Book-Based Role-Playing Agents
Xushuo Tang, Junhe Zhang, Zihan Yang +4
Recent LLM role-playing systems build character agents from novels by extracting characters, scenes, and relations. Yet long-narrative role-playing suffers from two failures: Factu…