Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Deep Hedging of Derivatives Using Reinforcement Learning
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2103.16409.
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 2026-08-07T13:03:24.547530Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-07T13:03:26.239563Z
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 1aa277ec-c49f-4983-917c-5b7098132ed3 · inbound
Model-Free Deep Hedging with Transaction Costs and Light Data Requirements cites this paper.
Model-Free Deep Hedging with Transaction Costs and Light Data Requirements Deep Hedging of Derivatives Using Reinforcement Learning
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-08-07T13:03:26.356064Z
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.