CLEAR: Context Augmentation from Contrastive Learning of Experience via Agentic Reflection

Linbo Liu, Guande Wu, Han Ding +7

Large language model agents rely on effective model context to obtain task-relevant information for decision-making. Many existing context engineering approaches primarily rely on…