# Google Research — ReasoningBank: Enabling agents to learn from experience

- Company: Google Research (research.google)
- Announced: 2026-04-21T16:42:22+00:00
- Category: research-paper
- Subject: Research
- Source: https://research.google/blog/reasoningbank-enabling-agents-to-learn-from-experience/
- Record: https://forck.live/items/1344-reasoningbank-enabling-agents-to-learn-from-experience

ReasoningBank is a novel agent memory framework that uses successful and failed experiences to distill generalizable reasoning strategies, enabling agents to learn continuously after deployment. It also introduces memory-aware test-time scaling (MaTTS) to leverage exploration for better learning.

## Evidence

Verbatim from https://research.google/blog/reasoningbank-enabling-agents-to-learn-from-experience/:

> ReasoningBank is a novel agent memory framework that uses successful and failed experiences to distill generalizable reasoning strategies, enabling an agent to continuously learn from experience after deployment.

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