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The Reflexion method[fifty four] constructs an agent that learns more than many episodes. At the end of Every single episode, the LLM is specified the document on the episode, and prompted to Imagine up "classes discovered", which would enable it accomplish much better at a subsequent episode. These "classes figured out" are specified to the agent