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标题为英语Agent Plasticity: Measuring Self-Improvement Through Experience
AI agents increasingly operate in environments where they can diagnose failures and improve through experience, yet existing evaluations largely measure what an agent can do at a fixed point in time rather than how effectively it learns. Evaluating self-improvement requires…
arXiv — cs.AI作者: Harman Singh, Anton Bakhtin, Rulin Shao, Gabriel Synnaeve, Ilia Kulikov, Rob Fergus, Sanjeev Arora, Kurt Keutzer, Jason Weston, Anuj Mahajan, Anirudh Goyal2026年10月8日 (10月8日)
提供 1 种语言版本AI 摘要：要点
- AI agents increasingly operate in environments where they can diagnose failures and improve through experience, yet existing evaluations largely measure what an agent can do at a fixed point in time rather than how effectively it learns
- Evaluating self-improvement requires…
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Agent Plasticity: Measuring Self-Improvement Through Experience
标签：#arXiv
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