Benchmarking Continual Agent Memory for Online Learning, Transfer, and Forgetting
AgentMemoryBench is a unified benchmark for continual agent memory that measures improvement, retention, forgetting, transfer, and conflict resolution over time, together with a multi-memory baseline called MEMs.
Jan 2, 2026