Storing LLM reflections as predicate-like rules and applying them via prompt guidance plus hard validity filtering is reported to improve AlfWorld task accuracy over Reflexion, without weight updates.
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Meta-Policy Reflexion: Reusable Reflective Memory and Rule Admissibility for Resource-Efficient LLM Agent
Storing LLM reflections as predicate-like rules and applying them via prompt guidance plus hard validity filtering is reported to improve AlfWorld task accuracy over Reflexion, without weight updates.