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Paper Citation Record · LEDGER

Top-K Off-Policy Correction for a REINFORCE Recommender System

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:1812.02353.

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

pith.paper-citation-record.v1
1812.02353 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T06:05:26.907355Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation af95405f-7997-4275-8dba-3010aac1c996 · inbound

Self-Evolving Recommendation System: End-To-End Autonomous Model Optimization With LLM Agents cites this paper.

Self-Evolving Recommendation System: End-To-End Autonomous Model Optimization With LLM Agents Top-K Off-Policy Correction for a REINFORCE Recommender System

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-03T01:15:20.734926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T01:15:20.734926Z digest=sha256:96563486b57150c82d6cfd9b9a5b68546da9566b0339ab33f66d5e0ecdb43afb

Observation 75b333d7-dee5-4d69-9a0d-ff90ef9d9e58 · inbound

Self-Evolving Recommendation System: End-To-End Autonomous Model Optimization With LLM Agents cites this paper.

Self-Evolving Recommendation System: End-To-End Autonomous Model Optimization With LLM Agents Top-K Off-Policy Correction for a REINFORCE Recommender System

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-04T06:05:26.907355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T06:05:26.907355Z digest=sha256:631fd8d12940d207b2a48a024004001c92520ba40f0907a3a83a98289b66b9f4

Observation eaf507cf-0b41-43da-b3a2-e3288cc44aea · inbound

Session-Level Optimization for Large-Scale Retrieval using REINFORCE with Multi-Step Off-Policy Correction cites this paper.

Session-Level Optimization for Large-Scale Retrieval using REINFORCE with Multi-Step Off-Policy Correction Top-K Off-Policy Correction for a REINFORCE Recommender System

Reference 3

Resolution
unresolved
no resolver link, observed 2026-07-12T06:51:24.908954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T06:51:24.908954Z digest=sha256:94ebf40f2e29a93d0fd57c70114e3d371b3bed53f1a4c54c8653c30517589e0a

Observation 96286003-72f6-4530-9e68-e717c91ec190 · inbound

Session-Level Optimization for Large-Scale Retrieval using REINFORCE with Multi-Step Off-Policy Correction cites this paper.

Session-Level Optimization for Large-Scale Retrieval using REINFORCE with Multi-Step Off-Policy Correction Top-K Off-Policy Correction for a REINFORCE Recommender System

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-02T08:59:02.669853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T08:59:02.669853Z digest=sha256:57f29a086b2b03600be7528f19ca74eb179a325093b623642f28a08c4fa8ddc5