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Siru Ouyang is a PhD candidate at UIUC who works at OpenAI.
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ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory
arXivresearchpositiveOct 13, 2025
ReasoningBank, a memory framework that enables LLM agents to learn from accumulated interaction history and self-evolve through reasoning strategies, outperforms existing memory mechanisms on web browsing and software engineering tasks.
“Author of "ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory" on arXiv”
AI AgentsFoundation ModelsReinforcement LearningAI Research