Paper Citation Record · LEDGER

Model-Free Deep Hedging with Transaction Costs and Light Data Requirements

As of 16 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2505.22836.

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

pith.paper-citation-record.v1
2505.22836 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:03:25.549490Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

14 of 14 outbound references displayed

verified exact3
verified fuzzy6
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3d7dabb5-4227-4a62-afeb-9f7ce56e7622 · outbound

This paper cites Black and M.

Model-Free Deep Hedging with Transaction Costs and Light Data Requirements Black and M

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:03:27.790692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7d78f4aa-d626-4ac8-9d7c-1dc25409dd66 · outbound

This paper cites Brugiere and G.

Model-Free Deep Hedging with Transaction Costs and Light Data Requirements Brugiere and G

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:03:27.630826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f700b728-f030-4cf6-9967-627a662e1d9b · outbound

This paper cites Deep Hedging.

Model-Free Deep Hedging with Transaction Costs and Light Data Requirements Deep Hedging

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T13:03:24.330319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83cdbf63-32ff-40fd-a16a-ef46a0ec8b42 · outbound

This paper cites Buehler, L.

Model-Free Deep Hedging with Transaction Costs and Light Data Requirements Buehler, L

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:03:27.509116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1aa277ec-c49f-4983-917c-5b7098132ed3 · outbound

This paper cites Deep Hedging of Derivatives Using Reinforcement Learning.

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 2026-08-16T06:30:59.297886+00:00.

Observation 2bfdc3b5-2004-4cb5-a11f-273e5f3b2b4f · outbound

This paper cites an unresolved cited work.

Model-Free Deep Hedging with Transaction Costs and Light Data Requirements Unresolved cited work

Reference 6

Resolution: verified exact; raw_fallback, observed 2026-08-07T13:03:26.116074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7a9ea07a-9de2-4567-875e-4de5e67038f9 · outbound

This paper cites Föllmer and P.

Model-Free Deep Hedging with Transaction Costs and Light Data Requirements Föllmer and P

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:03:27.365062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 08416cfb-8940-44fd-b504-66a1a787d2c9 · outbound

This paper cites an unresolved cited work.

Model-Free Deep Hedging with Transaction Costs and Light Data Requirements Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:03:27.239636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 97928c9e-bf96-4886-bec1-577f08a640d3 · outbound

This paper cites Adversarial Deep Hedging: Learning to Hedge without Price Process Modeling.

Model-Free Deep Hedging with Transaction Costs and Light Data Requirements Adversarial Deep Hedging: Learning to Hedge without Price Process Modeling

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:03:25.792586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dd9a547a-df8e-4f3e-b244-2acd1b7836fe · outbound

This paper cites Kolm and G.

Model-Free Deep Hedging with Transaction Costs and Light Data Requirements Kolm and G

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:03:27.113643Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f7a440df-95b9-4c46-8c41-e22f81879490 · outbound

This paper cites an unresolved cited work.

Model-Free Deep Hedging with Transaction Costs and Light Data Requirements Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:03:26.993823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 102abdb7-161a-41cf-b9e1-e739ad36a181 · outbound

This paper cites Mikkil \"a and J.

Model-Free Deep Hedging with Transaction Costs and Light Data Requirements Mikkil \"a and J

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T13:03:25.288324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a0bf506-ac2d-4c64-8cf7-317f798d48d8 · outbound

This paper cites Soner, S.E.

Model-Free Deep Hedging with Transaction Costs and Light Data Requirements Soner, S.E

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:03:26.830726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 60bed1c0-64ae-4128-9ae2-c6d287237b7d · outbound

This paper cites an unresolved cited work.

Model-Free Deep Hedging with Transaction Costs and Light Data Requirements Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:03:26.668274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.