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LLMs Are Not Good Strategists, Yet Memory-Enhanced Agency Boosts Reasoning
arXiv cs.CL — Computation and Language
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What the source reports
EpicStar framework addresses LLM strategic drift in long-horizon agentic tasks using memory enhancement to maintain trajectory coherence.
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