New Benchmark Tests AI Agents' Ability to Learn and Adapt Over Long-Term Use
A new arXiv paper introduces a benchmark evaluating how AI agents manage experience lifecycles while assisting users across successive goals in evolving environments.
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- 2026-11-05 05:00 · arXiv cs.AI
Towards Robust Long-Lived Agents: Benchmarking Experience Lifecycles in Evolving Environments