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20242026
most citedKnapsack RL: Unlocking Exploration of LLMs via Optimizing Budget Allocation

1 citations · 2 across the 9 of their papers we have counts for

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cs.AI2026

TRUSTMEM: Learning Trustworthy Memory Consolidation for LLM Agents with Long-Term Memory

Tianyu Yang, Sudipta Paul, Vijay Srinivasan +2

Large language model (LLM) agents rely on long-term memory to support extended interactions and personalized assistance beyond finite context windows. Existing memory agents active…