# ReasoningBank: Enabling agents to learn from experience

DevFeed: [ReasoningBank: Enabling agents to learn from experience](<https://devfeed.tech/articles/reasoningbank-enabling-agents-to-learn-from-experience-6854.md>)

Original publisher: [Read original article](<https://research.google/blog/reasoningbank-enabling-agents-to-learn-from-experience/>)

Published: 2026-04-21T16:42:22Z

Content type: article

Language: en

Sources: [The latest research from Google](<https://devfeed.tech/sources/the-latest-research-from-google.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [Software Engineering](<https://devfeed.tech/topics/software-engineering.md>), [Generative AI](<https://devfeed.tech/topics/generative-ai.md>), [Google](<https://devfeed.tech/topics/google.md>)

Tags: [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [benchmarks](<https://devfeed.tech/tags/benchmarks.md>), [efficiency](<https://devfeed.tech/tags/efficiency.md>), [generative-ai](<https://devfeed.tech/tags/generative-ai.md>), [google](<https://devfeed.tech/tags/google.md>), [iclr](<https://devfeed.tech/tags/iclr.md>), [llm](<https://devfeed.tech/tags/llm.md>), [machine-intelligence](<https://devfeed.tech/tags/machine-intelligence.md>), [natural-language-processing](<https://devfeed.tech/tags/natural-language-processing.md>), [reasoning](<https://devfeed.tech/tags/reasoning.md>), [retrieval](<https://devfeed.tech/tags/retrieval.md>), [software-engineering](<https://devfeed.tech/tags/software-engineering.md>), [workflow](<https://devfeed.tech/tags/workflow.md>)

## AI overview

ReasoningBank is an agent memory framework that distills generalizable reasoning strategies from successful and failed experiences. It uses a continuous retrieval, extraction, and consolidation loop to support test-time self-evolution, improving effectiveness and efficiency on web browsing and software engineering benchmarks.

## Source excerpt

Generative AI