COUNTERMEM: World-Model Verified Counter-Factual Memory for Language Agents

Hongji Pu, Ruixiang Tang, Yongfeng Zhang

Existing agent memory frameworks mainly create memory through an agent's interaction with the factual world, e.g., remembering feedback from actions taken to improve performance on…