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Causal Episodic Memory for Feedback-Driven Agent Repair

Vo, Khang Nhat Hoang et al.
arXiv (All) · Papers
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computation-and-language
LLM agents that repair failures often discard successful corrections, forcing later episodes to rediscover similar solutions. We study whether finalized repair outcomes can improve subsequent Text-to-SQL episodes without parameter updates. We introduce MERIT, a training-free agent that maintains an
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