A five-module LLM agent loop (retrieval, cognition, control, action, memory) is claimed to eliminate policy violations and redundant calls, though validation does not compare against real baselines.
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Bridging Symbolic Control and Neural Reasoning in LLM Agents -- The Structured Cognitive Loop
A five-module LLM agent loop (retrieval, cognition, control, action, memory) is claimed to eliminate policy violations and redundant calls, though validation does not compare against real baselines.