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Zi-Long Dong

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#artificial intelligence Preprint Oct 2026

REMORY: Learning Residual Memory for Context Compaction

Long-horizon agents compact their history to continue within a finite context window, but a textual summary alone may not support every subsequent decision. We introduce REMORY, a neural memory network that supplements the summary with a bounded sequence of soft memory tokens. Given the history and summary, the network...

Han-Chen Xia, Bao-You Chen, Yu-Tang Ge et al. · 0 citations

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