FadeMem: Biologically-Inspired Forgetting for Efficient Agent Memory

Lei Wei, Xiao Peng, Xu Dong +2

Large language models deployed as autonomous agents face critical memory limitations, lacking selective forgetting mechanisms that lead to either catastrophic forgetting at context…