Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Opinion-Guided Reinforcement Learning
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2405.17287.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:58:08.275776Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T22:46:01.469207Z
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 c4d6f233-c882-4577-88aa-d2df6d6525b7 · inbound
AI Simulation by Digital Twins: Systematic Survey, Reference Framework, and Mapping to a Standardized Architecture cites this paper.
AI Simulation by Digital Twins: Systematic Survey, Reference Framework, and Mapping to a Standardized Architecture Opinion-Guided Reinforcement Learning
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:58:08.275776Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a17a7283-eed4-4963-a109-3ff6f321f3c8 · inbound
Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance cites this paper.
Complex Model Transformations by Reinforcement Learning with Uncertain Human Guidance Opinion-Guided Reinforcement Learning
Reference 32
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T22:46:01.549273Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.