Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Session-Level Dynamic Ad Load Optimization using Offline Robust Reinforcement Learning
As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2501.05591.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:25:19.412691Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T21:56:31.092951Z
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 35727ba7-724b-4609-918f-1867b6c78d1e · inbound
Multi-task Offline Reinforcement Learning for Online Advertising in Recommender Systems cites this paper.
Multi-task Offline Reinforcement Learning for Online Advertising in Recommender Systems Session-Level Dynamic Ad Load Optimization using Offline Robust Reinforcement Learning
Reference 51
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T21:56:31.156043Z
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.
Observation 85988e6d-13d4-4e44-8e1c-e2dd507a199b · inbound
Generative Optimization for Incentivized Advertising with Global Level Constraints cites this paper.
Generative Optimization for Incentivized Advertising with Global Level Constraints Session-Level Dynamic Ad Load Optimization using Offline Robust Reinforcement Learning
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:25:19.412691Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.