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aing: an MIT-licensed agent memory engine implementing the Forms–Functions–Dynamics taxonomy in production

Status: Open.

#34 In Shichun-Liu/Agent-Memory-Paper-List;

· doerking opened on Sep 1, 2026

Incorrect author names for "Welcome to the Era of Experience" in the references

Status: Open.

#33 In Shichun-Liu/Agent-Memory-Paper-List;

· HyeAnn-Lee opened on Aug 28, 2026

Typo in Figure 4: "Resue" should be "Reuse"

Status: Open.

#32 In Shichun-Liu/Agent-Memory-Paper-List;

· HyeAnn-Lee opened on Aug 27, 2026

Missing paper: arXiv:2601.04170 Agent Drift (Working Memory → Token-level)

Status: Open.

#26 In Shichun-Liu/Agent-Memory-Paper-List;

· agent-morrow opened on Mar 28, 2026

Add AMA-Bench (arXiv:2602.22769): long-horizon memory evaluation for agentic trajectories

Status: Open.

#25 In Shichun-Liu/Agent-Memory-Paper-List;

· agent-morrow opened on Mar 28, 2026

Request to add: arXiv:2601.04170 (behavioral drift taxonomy) + compression-monitor toolkit

Status: Open.

#24 In Shichun-Liu/Agent-Memory-Paper-List;

· agent-morrow opened on Mar 28, 2026

A small mistake in the Paper

Status: Open.

#23 In Shichun-Liu/Agent-Memory-Paper-List;

· Semonlkf opened on Mar 6, 2026

Suggestion: add SimpleMem

Status: Open.

#22 In Shichun-Liu/Agent-Memory-Paper-List;

· LiuQBinh opened on Feb 24, 2026

Request to add paper WebCoach: Self-Evolving Web Agents with Cross-Session Memory Guidance

Status: Open.

#18 In Shichun-Liu/Agent-Memory-Paper-List;

· genglinliu opened on Jan 23, 2026

Request to add paper on agent memory: SimpleMem

Status: Open.

#16 In Shichun-Liu/Agent-Memory-Paper-List;

· Jiaaqiliu opened on Jan 15, 2026

Adding Log-Augmented Generation: Scaling Test-Time Reasoning with Reusable Computation

Status: Open.

#14 In Shichun-Liu/Agent-Memory-Paper-List;

· peterbaile opened on Jan 15, 2026

Asking for adding papers on Multimodal Persona and Long-horizon Game Memory

Status: Open.

#8 In Shichun-Liu/Agent-Memory-Paper-List;

· ahnjaewoo opened on Dec 25, 2025