Benchmarking Continual Agent Memory for Online Learning, Transfer, and Forgetting

Zihang Ma, Jinyi Liu, Hongyao Tang, Yi Ma, Ruitao Wang, Yifu Yuan, YAN ZHENG, Jianye HAO

ICLR 2026 Lifelong-Agent Workshop 2026 Poster

A benchmark study on continual agent memory for online learning, transfer, and forgetting.

[OpenReview] [Code]