LifelongAgentBench

LifelongAgentBench is a unified benchmark designed to systematically assess the lifelong learning ability of large language model (LLM) agents through skill-grounded, interdependent tasks across three interactive environments: Database, Operating System, and Knowledge Graph.

Papers using LifelongAgentBench (2)

Learning While Acting: A Skill-Enhanced Test-Time Co-Evolution Framework for Online Lifelong Learning Agents2026LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners2025