Preprint
Aug 2026
MemGuard: Persisting Verifier Signals for LLM-Agent Memory Governance
Averaged over five seeds, MemGuard achieves the best success metric and lowest average steps in all 16 backbone-benchmark settings, improving over ReasoningBank, the strongest prior baseline among the memory methods the authors evaluate.
Hao-Yu Wang, Guang-Yuan Dong, He Liang et al.
· 4 citations