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Paper Citation Record · LEDGER

Reward Shaping for User Satisfaction in a REINFORCE Recommender

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2209.15166.

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

pith.paper-citation-record.v1
2209.15166 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:38:25.161993Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T23:38:27.946643Z

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 524165d5-3f50-4486-9fe4-5058d8d0800f · inbound

An End-to-End Multi-objective Ensemble Ranking Framework for Video Recommendation cites this paper.

An End-to-End Multi-objective Ensemble Ranking Framework for Video Recommendation Reward Shaping for User Satisfaction in a REINFORCE Recommender

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-05T23:38:28.065232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-08-05T23:38:25.161993Z digest=sha256:9f6c95b578f7eec2e500fa75662e57907c620223c264953248dc3670a95fbcb0

Observation c38926cd-2038-4947-a731-96eafbb31f52 · inbound

SaFRO: Satisfaction-Aware Fusion via Dual-Relative Policy Optimization for Short-Video Search cites this paper.

SaFRO: Satisfaction-Aware Fusion via Dual-Relative Policy Optimization for Short-Video Search Reward Shaping for User Satisfaction in a REINFORCE Recommender

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-03T02:34:58.831197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T02:34:58.831197Z digest=sha256:6c7d78e59288e008e68a88a4aa81e434b80961e17ec846ebbae089b2b8dc7a22

Observation de8a950f-f56c-4728-9aa3-ccdb203a9998 · inbound

Long-term User Engagement Optimization through Model-agnostic Downstream Rewards Learning cites this paper.

Long-term User Engagement Optimization through Model-agnostic Downstream Rewards Learning Reward Shaping for User Satisfaction in a REINFORCE Recommender

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-02T03:09:17.191622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T03:09:17.191622Z digest=sha256:eaf6dab3b1e88e3bbc41b5b40ba7d88bc1f954393c03d3f1a6eba734ee6a426a