PATH-Bench: Path-Dependent Evaluation of Lifelong Agents

Xidong Yang, Xingyi Zhang, Wenhao Li +7

Lifelong LLM agents increasingly adapt through external learning states that store past interactions as retrievable memories or reusable skills, yet existing benchmarks rarely acco…