The Reflexion approach[54] constructs an agent that learns more than numerous episodes. At the end of each episode, the LLM is offered the record in the episode, and prompted to Consider up "classes acquired", which would help it complete improved at a subsequent episode. These "lessons realized" are presented to your agent in the next episodes.[ci