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Paper Citation Record · LEDGER

Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions

As of 8 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 1 inbound Pith citation observation for arXiv:2507.12835.

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

pith.paper-citation-record.v1
2507.12835 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:41:37.130301Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T19:31:42.400147Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

17 of 17 outbound references displayed

  • verified exact2
  • verified fuzzy7
  • unresolved7
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation b85ccf88-1a12-47ee-94af-e8301b07c8f3 · outbound

This paper cites Empirical properties of asset returns: stylized facts and statistical issues,.

Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions Empirical properties of asset returns: stylized facts and statistical issues,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:41:38.805238Z

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.

source=pdf_text observed=2026-08-06T16:41:35.448038Z digest=sha256:1b732e9dfb02d026ba7bf7eeef19f9f27fa13092b1d1c53cc51540f6071d1d82

Observation b1036c7c-a5a9-4c8c-b19c-2a3edbd9738c · outbound

This paper cites A Novel Experts Advice Aggregation Framework Using Deep Reinforcement Learning for Portfolio Management.

Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions A Novel Experts Advice Aggregation Framework Using Deep Reinforcement Learning for Portfolio Management

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:41:37.542021Z

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.

source=pdf_text observed=2026-08-06T16:41:35.531240Z digest=sha256:69890d67442ce705cf57131e62fb3585d02ef004d5d287bd21350bb8cef06cc3

Observation e2f8d954-6932-42ee-b05e-e91d5a3fadf6 · outbound

This paper cites Performance functions and reinforcement learning for trading systems and portfolios,.

Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions Performance functions and reinforcement learning for trading systems and portfolios,

Reference 3

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verified fuzzy
raw_fallback, observed 2026-08-06T16:41:38.586735Z

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.

source=pdf_text observed=2026-08-06T16:41:35.611815Z digest=sha256:560fae5d969519ce196c3120241c3f60956b9bd99ff5592691a016cff61f90f7

Observation 47fcd89a-ad34-460e-a0fe-214b9941606d · outbound

This paper cites Deep direct rein- forcement learning for financial signal representation and trading,.

Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions Deep direct rein- forcement learning for financial signal representation and trading,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:41:38.470575Z

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.

source=pdf_text observed=2026-08-06T16:41:35.693834Z digest=sha256:54dd626f6656751e4ed0343154634e150b89adb61c340fcaa53e38385fddd05f

Observation a3e0b680-eecc-4dcc-9e4e-93b83dbbabd1 · outbound

This paper cites Asynchronous methods for deep rein- forcement learning,.

Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions Asynchronous methods for deep rein- forcement learning,

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T16:41:35.811219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:41:35.811219Z digest=sha256:7550b2cf4b63ffe9764864ef43f6e41286e8f01b5f2e010edb8439a6eff2dec2

Observation a9b5fa38-7d8f-4501-b00d-2228083cc3bb · outbound

This paper cites Deep reinforcement learning that matters,.

Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions Deep reinforcement learning that matters,

Reference 6

Resolution
malformed identifier
raw_fallback, observed 2026-08-06T16:41:38.369920Z

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.

source=pdf_text observed=2026-08-06T16:41:35.961921Z digest=sha256:2a16adb6c4e4b9cf37a55bc9cfee91aa0e7e8ac6c280530ecd66a25cd8999495

Observation 981aa036-302c-4f90-96a5-4c9060ff9b9e · outbound

This paper cites Quantum machine learning,.

Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions Quantum machine learning,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T16:41:36.075178Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:41:36.075178Z digest=sha256:9edef1007931dd88dc0e9a0b9a5e9731847f78650fc9fcc7ec235e55a243e5a7

Observation a5fff6e6-c646-4f15-9e24-1b76f027a0a2 · outbound

This paper cites Supervised learning with quantum computers,.

Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions Supervised learning with quantum computers,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:41:38.256011Z

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.

source=pdf_text observed=2026-08-06T16:41:36.193463Z digest=sha256:94fc5136645d3fc883e2c7a05e87288fa70d95a805eda3a9de6b2ef6ea225abc

Observation 86df172f-a8ad-49f1-a63e-3cf8e1c65ea7 · outbound

This paper cites Variational quantum algorithms,.

Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions Variational quantum algorithms,

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T16:41:36.297712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:41:36.297712Z digest=sha256:5a42abd343a8411b82766a5288dd51cddaf7b10023a48f88855575f238d9ccfc

Observation be74ec08-5330-4d5e-bb17-177790f63b1a · outbound

This paper cites Quantum Feature Optimization for Enhanced Clustering of Blockchain Transaction Data.

Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions Quantum Feature Optimization for Enhanced Clustering of Blockchain Transaction Data

Reference 11

Resolution
verified exact
local_arxiv, observed 2026-08-06T16:41:37.388203Z

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.

source=pdf_text observed=2026-08-06T16:41:36.501044Z digest=sha256:f0279d72d174443e1a2f7032108846390fa5d6d2995a18542faa83852089a17d

Observation c8e57487-4a0e-4d27-9df6-7eb78dab9ed0 · outbound

This paper cites Quantum-enhanced machine learning,.

Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions Quantum-enhanced machine learning,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:41:38.104252Z

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.

source=pdf_text observed=2026-08-06T16:41:36.623626Z digest=sha256:a7669197cbc3c48e5ba0a6f7fd3ed6cde81245e6fcb7ce9f218c0c1570a20cf2

Observation 69c7112a-aafe-4c1b-94b0-33a9f4d39f07 · outbound

This paper cites Quantum computing in the nisq era and beyond,.

Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions Quantum computing in the nisq era and beyond,

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T16:41:36.731132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:41:36.731132Z digest=sha256:17e2d1bc7054e58d6f64e2a6538281c1846ad533d9b5b71acd72930255c3f2d6

Observation 8061c94a-b315-45c3-abee-a4a4c8c4f53b · outbound

This paper cites Quantum machine learning in feature hilbert spaces,.

Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions Quantum machine learning in feature hilbert spaces,

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T16:41:36.797895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:41:36.797895Z digest=sha256:2c5dc5ec57e29211119aca9074d46f00d6c4ac801714c8fc684670e53247fab0

Observation 6fe9fc57-f34c-4f8c-8eb3-85641104f8aa · outbound

This paper cites Supervised learning with quantum- enhanced feature spaces,.

Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions Supervised learning with quantum- enhanced feature spaces,

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-06T16:41:36.861666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:41:36.861666Z digest=sha256:f7eb100bd3e49e66f8a5a57e019d6c1df9c58003d81eade52a8c5fd57cef39af

Observation 9c71fa52-726b-4786-a65e-e5e71f1266d0 · outbound

This paper cites Asynchronous training of quantum reinforcement learn- ing,.

Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions Asynchronous training of quantum reinforcement learn- ing,

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T16:41:36.954881Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:41:36.954881Z digest=sha256:243568841c53108481e898c5dbc9e19f2d9bc452c96edcf052e6c4f4b1f29e23

Observation b632e1e1-d4ac-4532-a653-9f9a904d5146 · outbound

This paper cites Efficient quantum recurrent reinforcement learning via quantum reservoir computing,.

Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions Efficient quantum recurrent reinforcement learning via quantum reservoir computing,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:41:37.898679Z

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.

source=pdf_text observed=2026-08-06T16:41:37.056916Z digest=sha256:89ef55daed85efaf377a8a8884a0d423b38bf096594a7241a038ae8c0adcc5e4

Observation 5de16a3d-aff0-4133-b3d2-dbb011ccfc83 · outbound

This paper cites Differentiable quantum architecture search in asynchronous quantum reinforcement learning,.

Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions Differentiable quantum architecture search in asynchronous quantum reinforcement learning,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T16:41:37.752663Z

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.

source=pdf_text observed=2026-08-06T16:41:37.130301Z digest=sha256:6756b1f930284a4542c989e76900024f766915c349a85fcf784cb45a62a5f7f0

Pith citing papers

Observation 8c2673e4-69dc-43d0-b029-ec4e154be52d · inbound

QnRL: Quantum-Native Reinforcement Learning cites this paper.

QnRL: Quantum-Native Reinforcement Learning Quantum-Enhanced Reinforcement Learning with LSTM Forecasting Signals for Optimizing Fintech Trading Decisions

Reference 3

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verified exact
arxiv_id, observed 2026-06-27T20:31:14.515000Z

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.

source=pdf_text observed=2026-06-27T19:31:42.400147Z digest=sha256:a167c0fae283d12615f3f39d463fa9ada15a195c893eb89034de6a965ee0d363