The Reflexion method[fifty four] constructs an agent that learns over numerous episodes. At the end of Every episode, the LLM is presented the report of the episode, and prompted to Assume up "lessons discovered", which would assistance it carry out greater in a subsequent episode. These "classes learned" are specified for the agent in the followin