---
id: 20260417-T0-15
title: "AMC：动态环境中AI代理的自适应记忆结晶"
title_en: "AMC: Adaptive Memory Crystallization for AI Agents in Dynamic Environments"
url: https://ai.daily.yangsir.net/daily/20260417-T0-15
issue_date: 2026-04-17
publish_date: 2026-04-16T04:00:00.000Z
category: research
source_name: "arXiv cs.LG (ML)"
source_url: https://arxiv.org/abs/2604.13085
---

# AMC：动态环境中AI代理的自适应记忆结晶

研究提出自适应记忆结晶(AMC)架构，解决动态环境中AI代理的知识更新问题。该技术让代理能够持续学习新能力同时保留旧知识，通过渐进式经验整合，在变化环境中保持认知稳定性。

## English Version

**AMC: Adaptive Memory Crystallization for AI Agents in Dynamic Environments**

Researchers introduce Adaptive Memory Crystallization (AMC) to help AI agents acquire new skills without forgetting prior knowledge in dynamic environments. The architecture enables progressive experience consolidation, maintaining cognitive stability amid changing conditions.

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**来源**：[arXiv cs.LG (ML)](https://arxiv.org/abs/2604.13085)

**详情页**：https://ai.daily.yangsir.net/daily/20260417-T0-15

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