A neuro-symbolic dual memory framework decouples semantic progress guidance from logical feasibility verification to improve long-horizon LLM agent reliability.
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Aligning Progress and Feasibility: A Neuro-Symbolic Dual Memory Framework for Long-Horizon LLM Agents
A neuro-symbolic dual memory framework decouples semantic progress guidance from logical feasibility verification to improve long-horizon LLM agent reliability.