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The Reflexion method[fifty four] constructs an agent that learns over various episodes. At the end of Every episode, the LLM is supplied the file of the episode, and prompted to think up "classes figured out", which might aid it execute far better at a subsequent episode. These "classes acquired" are offered for the agent in the following episodes.

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