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Agent Plasticity: Measuring Self-Improvement Through Experience

arXiv:2610.08902v1 Announce Type: new Abstract: 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 se…

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  1. 2026-10-08 04:00 · arXiv cs.AI
    Agent Plasticity: Measuring Self-Improvement Through Experience

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