AI × CryptoBullisharXiv – CS AI · Jun 236/10
🤖
AlphaMemo: Structured Search-Process Memory for Self-Evolving Alpha Mining Agents
AlphaMemo is a new LLM-based agent framework that improves automated financial factor discovery by using structured memory of past search patterns rather than naive trajectory replay. The system records reusable evidence about which code modifications succeed or fail in specific contexts, demonstrating better out-of-sample performance on major indices while reducing redundant exploration.