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Paper Citation Record · LEDGER

When Continual Learning Moves to Memory: A Study of Experience Reuse in LLM Agents

As of 7 August 2026, this Paper Citation Record lists 4 of 4 outbound references and 1 inbound Pith citation observation for arXiv:2604.27003.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2604.27003 v1

Coverage vector

measured 4 of 4 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-07T13:37:18.042689Z

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-25T23:59:41.565975Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-04T16:59:59.071388Z

Reference resolution

4 of 4 outbound references displayed

  • verified exact0
  • verified fuzzy1
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 769eccd8-de77-4a0e-8d6a-59894b762ab7 · outbound

This paper cites Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution.

When Continual Learning Moves to Memory: A Study of Experience Reuse in LLM Agents Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution

Reference 1

Resolution
metadata mismatch
local_arxiv, observed 2026-05-12T08:51:24.863034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-07T13:37:18.042689Z digest=sha256:c7e282cc0c5807e69035c32eb9b1cb45fc86610e0f05142760d6edae318f9672

Observation 8e26eb49-852c-41ca-af03-7a5cd111f802 · outbound

This paper cites CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization.

When Continual Learning Moves to Memory: A Study of Experience Reuse in LLM Agents CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T08:51:24.869278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-07T13:37:18.042689Z digest=sha256:cef78fc755acc73c9589b437b2c2be9f48f2bfb72d6c693889a46b804ee932c7

Observation 68f45c9b-4f8b-40a6-bd8e-99cf2f45f0f5 · outbound

This paper cites MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents.

When Continual Learning Moves to Memory: A Study of Experience Reuse in LLM Agents MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T09:10:22.017517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-07T13:37:18.042689Z digest=sha256:81b780e2a2329474f4043d23e585372dd156eb01d6cbbde8b3670be853bd1136

Observation 2c206d7a-ad21-4715-82b0-b05a33a2e014 · outbound

This paper cites open the pur- ple door.

When Continual Learning Moves to Memory: A Study of Experience Reuse in LLM Agents open the pur- ple door

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-27T05:28:50.358338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-05-07T13:37:18.042689Z digest=sha256:061d7bcb74c40cf46b696141293284c16c783b92975749cd7d1cdab0b595ed80

Pith citing papers

Observation 54219a22-6781-4ae0-8d75-2460df60273c · inbound

Forget to Improve: On-Device LLM-Agent Continual Learning via Budget-Curated Memory cites this paper.

Forget to Improve: On-Device LLM-Agent Continual Learning via Budget-Curated Memory When Continual Learning Moves to Memory: A Study of Experience Reuse in LLM Agents

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-07-04T16:59:59.073443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-06-25T23:59:41.565975Z digest=sha256:dd5d5ccc4a350448a985bb3480cad8195b12d503a9ec1e48332e8a25564c84f9