A self-evolving agent memory: LLM agents learn from every task without model training.
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Updated
Aug 18, 2026 - Python
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reasoning-memory
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Framework-agnostic ReasoningBank (Ouyang et al., ICLR 2026): agents that learn from successful AND failed trajectories, with MaTTS.
python matts claude anthropic llm-agents agent-memory test-time-scaling reasoning-memory iclr2026 self-evolving-agents reasoning-bank
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Updated
May 31, 2026 - Python
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