Memory as Belief: Bayesian Evolution of Memory for Self-Evolving LLM Agents

Yiming Xu, Qian Yang, Zihan Chen +4

Large language model (LLM) agents increasingly rely on external memory to accumulate past experiences for continual adaptation. However, effectively reusing memory requires accurat…