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Active memory control with RL The Memory Manager selects ADD, UPDATE, DELETE, or NOOP after a RAG step and edits entries accordingly; training with PPO or GRPO uses downstream QA correctness as the reward, removing the need for per-edit labels. https://t.co/RmIXrT5FDM
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