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arXiv — cs.AI
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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…
AI Summary & Key Takeaways
- 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…
Agent Plasticity: Measuring Self-Improvement Through Experience
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