agent/papers/items/2026-2602-23320-parammem-augmenting-language-agents-with-parametric-reflective-memory.md

Paper: ParamMem: Augmenting Language Agents with Parametric Reflective Memory

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type: paper title: "ParamMem: Augmenting Language Agents with Parametric Reflective Memory" authors: Tianjun Yao, Yongqiang Chen, Yujia Zheng, Pan Li, Zhiqiang Shen, Kun Zhang year: 2026 venue: arXiv url: https://arxiv.org/abs/2602.23320 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-02-26 updated_at: 2026-02-27 status: queued relevance: high topics:

• agent-evaluation
• memory
• reasoning methods:

benchmarks:

models:

datasets:

• cs.LG
• cs.MA related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 14 collection_queries: language-agent

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: language-agent
• inferred topics: agent-evaluation, memory, reasoning
• arXiv categories: cs.LG, cs.MA
• collection score: 14

Review Checklist

• Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
• Does it include a benchmark, dataset, code, or reproducible experimental setup?
• Should it be promoted from queued to skimmed or summarized?

Links

• arXiv: https://arxiv.org/abs/2602.23320