The Reflexion approach[fifty four] constructs an agent that learns about multiple episodes. At the end of Each individual episode, the LLM is offered the history from the episode, and prompted to Believe up "classes figured out", which might help it execute greater in a subsequent episode. These "classes uncovered" are presented for the agent in th