Memory Reward Inflation in Self-Improving LLM Agents

Mohammad Asadolahi, Amir Amini, Samira Talebi +2

Self-improving LLM agents increasingly learn from experience without updating any weights. Each episode is stored in an external memory, scored, and retrieved for similar future ta…