The Reflexion system[54] constructs an agent that learns over various episodes. At the end of Every episode, the LLM is specified the file from the episode, and prompted to Assume up "lessons uncovered", which would aid it conduct better at a subsequent episode. These "lessons realized" are presented to your agent in the next episodes.[citation nee