AIGoogle Research2 months ago
ReasoningBank: Enabling agents to learn from experience
1 min read
ReasoningBank is a novel agent memory framework that distills generalizable reasoning strategies from both successful and failed experiences. It enables agents to continuously learn after deployment. Evaluated on web browsing and software engineering benchmarks, ReasoningBank improves agent success rates and reduces task steps compared to baseline approaches.
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