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All SourcesarXiv
#Hierarchical memory

Controlled Self-Evolution for Algorithmic Code Optimization

Intermediate
Tu Hu, Ronghao Chen et al.Jan 12arXiv

The paper introduces Controlled Self-Evolution (CSE), a smarter way for AI to write and improve code quickly under a tight budget of tries.

#Controlled Self-Evolution#Code optimization#Self-evolving agents

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Memory in the Age of AI Agents

Intermediate
Yuyang Hu, Shichun Liu et al.Dec 15arXiv

This survey explains how AI agents remember things and organizes the whole topic into three clear parts: forms, functions, and dynamics.

#Agent memory#LLM memory#Retrieval-augmented generation

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