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The Reflexion strategy[fifty four] constructs an agent that learns around various episodes. At the end of Each and every episode, the LLM is offered the record of your episode, and prompted to think up "lessons uncovered", which would assistance it accomplish superior in a subsequent episode. These "lessons figured out" are supplied on the agent in