Pith. sign in

Paper Citation Record · LEDGER

Enhancing Deep Hedging of Options with Implied Volatility Surface Feedback Information

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2407.21138.

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

pith.paper-citation-record.v1
2407.21138 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T05:28:53.276856Z

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 f5d94be8-4572-4da3-babb-e5dec2f83daf · inbound

Is Deep Hedging Reinforcement Learning? cites this paper.

Is Deep Hedging Reinforcement Learning? Enhancing Deep Hedging of Options with Implied Volatility Surface Feedback Information

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-02T05:28:53.276856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T05:28:53.276856Z digest=sha256:76dc6a98e7bdac4f353086615a6135fdc77f053d253b6a8bc0ce8e3e2fad62ed