arxivcs.AI2026-07-20
ProEvent: An Event-centric Benchmark for Proactive Agents
Guanzhen Li, Liangming Pan, Leye Wang
Proactive agents are expected to anticipate user needs and provide autonomous assistance by perceiving environmental context without explicit instructions. A fundamental capability of such agents is to identify and track users' upcoming events, enabling continuous and event-speci…