Paper Citation Record · LEDGER

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility

As of 21 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2508.16589.

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

pith.paper-citation-record.v1
2508.16589 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:13:50.976477Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

32 of 32 outbound references displayed

verified exact3
verified fuzzy2
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3a9d800f-d73b-416b-929b-a6e944c71abf · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:13:58.105358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 223f909d-8dd5-48e2-9017-99d2faf3d630 · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T23:13:46.891448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea14f728-c915-463a-82f8-a2c98a4287cd · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:13:57.958194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 48413e3d-e219-4a59-98db-0d13386413cd · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:13:57.825001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 46f13da3-f2e4-41c2-9004-3251b6a85c24 · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:13:57.389661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 90084f08-e955-429d-9485-e1422911a847 · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-05T23:13:47.646128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2975934-a485-4799-a0d3-8b4a8ed641cf · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:13:57.046200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 216d405a-ca34-4854-aed9-bbb3ca8d7c83 · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:13:56.738064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 38436b61-7993-4bd1-b480-5ff6f6a21e3d · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:13:56.467684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 60a07ade-5d4c-4e3b-a6ed-de2193d17858 · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:13:56.183583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b56da134-0e59-435d-8769-9ae510246c49 · outbound

This paper cites High-frequency market-making with inventory constraints and directional bets.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility High-frequency market-making with inventory constraints and directional bets

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T23:13:48.292309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f87e0d53-8b42-4f67-a101-2daabd3ea56c · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:13:55.842399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cd87d5de-904d-4cb0-b3ba-cd0594d9c877 · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:13:55.550215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 093742ed-cab8-4f66-8e0f-7a9aa2aa5174 · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:13:55.258963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b6697c13-3e1c-46fb-9ef9-4d1af9742bab · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:13:54.967283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 038baf6d-51ab-4cd8-91cc-f340ef3d6b4d · outbound

This paper cites Soft Actor-Critic Algorithms and Applications.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Soft Actor-Critic Algorithms and Applications

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-05T23:13:49.027688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d4407e0-e50e-4e07-818a-ddc8a6e7abce · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T23:13:49.170683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e886c58f-e5ab-46ef-8465-788c0c4c978a · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:13:54.736099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 34f9b917-e01a-44b0-a41a-9d277dcf8146 · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:13:54.495137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c477ee44-eb3d-472e-a83b-499239a19c74 · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:13:54.154597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b2431ef3-e6d1-4591-8e89-da9931c6f4c0 · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:13:53.585882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8c455f5f-8c4e-4f62-9081-748ea61424c6 · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:13:53.321237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f2c91402-bb3a-42f5-bd80-40eef5fbf418 · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:13:53.036705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 51366f4c-43b0-4cc3-977b-6d210a0d8266 · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 24

Resolution: verified exact; raw_fallback, observed 2026-08-05T23:13:51.663955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 38b0228c-dc73-4e54-acfc-afcfb10e41ea · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:13:52.688106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3887b197-bf8e-4031-b9a4-77e5d59386dd · outbound

This paper cites Market Making via Reinforcement Learning.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Market Making via Reinforcement Learning

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-05T23:13:51.383753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1795a887-463c-4eff-a798-ce0bcfaad40a · outbound

This paper cites Robust Market Making via Adversarial Reinforcement Learning.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Robust Market Making via Adversarial Reinforcement Learning

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-08-05T23:13:51.173211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 318a626e-4cda-4aa9-a9fc-8e60cfd6db71 · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:13:52.410364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7cb0adbf-422d-44c3-ba35-5bfedd4f1043 · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:13:52.161818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation bd67b59f-1fff-4dde-9eff-da2dbe0784c2 · outbound

This paper cites an unresolved cited work.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-05T23:13:51.899894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 20148181-9253-4804-9ab5-2ce5bfab4d0e · outbound

This paper cites Quantitative finance 13, 1 (2013), 65–77.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility Quantitative finance 13, 1 (2013), 65–77

Reference 2013

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:13:57.653033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fb6c3baa-76e1-417a-bc9a-747f59a7f54b · outbound

This paper cites In Proceedings of the Fourth ACM International Conference on AI in Finance.

ARL-Based Multi-Action Market Making with Hawkes Processes and Variable Volatility In Proceedings of the Fourth ACM International Conference on AI in Finance

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T23:13:53.911004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.