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Paper Citation Record · LEDGER

Can Artificial Intelligence Trade the Stock Market?

As of 22 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2506.04658.

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

pith.paper-citation-record.v1
2506.04658 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:41:34.077533Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

34 of 34 outbound references displayed

  • verified exact0
  • verified fuzzy28
  • unresolved6
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d9476463-cf6a-43b5-99cc-9f9c74b2a168 · outbound

This paper cites clipping,.

Can Artificial Intelligence Trade the Stock Market? clipping,

Reference 1

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:30.270613Z digest=sha256:26a9bae3a587f49299add6af07d68f51a25b4269e7b8093d468abc4a99e187d2

Observation 1ab350fb-05fe-4a56-973f-88387f9a5964 · outbound

This paper cites In our case, we organise the data into five windows, where each validation set encompasses one year of data and the subsequent out-of-sample test also spans one year.

Can Artificial Intelligence Trade the Stock Market? In our case, we organise the data into five windows, where each validation set encompasses one year of data and the subsequent out-of-sample test also spans one year

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:41:38.890406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:30.376989Z digest=sha256:9dcddff38b56353a041afcc30810a34985603bbd306ba46581117e80c41d2947

Observation cc412aa1-fa85-4b7e-871e-c4df789b605d · outbound

This paper cites Source: Own study on the 2019-2023 daily data for EUR/USD (1557 observations) with starting capital of 10.

Can Artificial Intelligence Trade the Stock Market? Source: Own study on the 2019-2023 daily data for EUR/USD (1557 observations) with starting capital of 10

Reference 3

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verified fuzzy
raw_fallback, observed 2026-08-07T10:41:38.697136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:30.960495Z digest=sha256:6933793f53019ca59ae8662a379c1bafb6d208a0b584db5b65d4f2dacd0f8563

Observation 8aaf0d6f-6ff5-4bec-987e-dcf99ba9d2bc · outbound

This paper cites Source: Own study on the 2019-2023 daily data for EUR/USD (1557 observations) with starting capital of 10.

Can Artificial Intelligence Trade the Stock Market? Source: Own study on the 2019-2023 daily data for EUR/USD (1557 observations) with starting capital of 10

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:41:38.559197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:31.032711Z digest=sha256:29de58ec8fb52e4ff3b20d67f9dced1b7b35a178eaf611fa4eecc7b511baa633

Observation 6f04182d-3758-4050-8c8e-cb2b95b87e06 · outbound

This paper cites an unresolved cited work.

Can Artificial Intelligence Trade the Stock Market? Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:41:38.862130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:30.536390Z digest=sha256:a8c21ce9e5074228a2a00b41845cd07e80adaba70dff3c5c8c7335d18d91fd4f

Observation 35a2ef91-4986-4c84-b110-ac9063357952 · outbound

This paper cites #+𝛾 𝑉(𝑠!.

Can Artificial Intelligence Trade the Stock Market? #+𝛾 𝑉(𝑠!

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:41:38.917656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:30.218127Z digest=sha256:3a92dadd629846f10d23a0ab87b37e35d42ff7ea9e002c38b03a0327c16a7e68

Observation 9f04e2f0-f7c5-478d-847b-9165eda766de · outbound

This paper cites Source: Own study on the 2019-2023 daily data for USD/JPY (1557 observations) with starting capital of 10.

Can Artificial Intelligence Trade the Stock Market? Source: Own study on the 2019-2023 daily data for USD/JPY (1557 observations) with starting capital of 10

Reference 7

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raw_fallback, observed 2026-08-07T10:41:37.373871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:31.835363Z digest=sha256:97e8225531fc763ad60c5b3d9efd49a4284e555d89792b186d0fcda6ff87037a

Observation ec6b1d49-d4e0-4cdf-a772-ec10671d65ea · outbound

This paper cites EURUSD Final balance Provision Sum Total trades CAGR Annualised std.

Can Artificial Intelligence Trade the Stock Market? EURUSD Final balance Provision Sum Total trades CAGR Annualised std

Reference 8

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raw_fallback, observed 2026-08-07T10:41:38.810239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:30.827229Z digest=sha256:5d19b37ed2b110b2d46702be59a79e5210b9ce64797891a2180e4eeff8d684f6

Observation 6ed8aa00-5613-4c18-a42c-9c9489274a79 · outbound

This paper cites an unresolved cited work.

Can Artificial Intelligence Trade the Stock Market? Unresolved cited work

Reference 9

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unresolved
raw_fallback, observed 2026-08-07T10:41:36.726736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:32.426564Z digest=sha256:bc0cc0552ede307f1390039ba42ae6f4a0037a5378811c6d5bd77299f2985f95

Observation 3c0e7d35-380c-4755-911f-48ee792a0fdd · outbound

This paper cites an unresolved cited work.

Can Artificial Intelligence Trade the Stock Market? Unresolved cited work

Reference 10

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:32.713160Z digest=sha256:af3f92478118bd6703e913a21b1047ff846de1daf0231f043b8f0595b9d8ab1d

Observation f97e30af-4895-4991-a312-b8d48e8aa9df · outbound

This paper cites The agents can take position with whole capital between long, short and out of the market.

Can Artificial Intelligence Trade the Stock Market? The agents can take position with whole capital between long, short and out of the market

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:41:38.344623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 91d13999-0388-4a90-afae-d378bda601be · outbound

This paper cites Source: Own study on the 2019-2023 daily data for EUR/JPY (1557 observations) with starting capital of 10.

Can Artificial Intelligence Trade the Stock Market? Source: Own study on the 2019-2023 daily data for EUR/JPY (1557 observations) with starting capital of 10

Reference 12

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raw_fallback, observed 2026-08-07T10:41:38.143046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:31.170057Z digest=sha256:458dc31e52c10e346dbc56b6d3faa8ee7db72cad5832525d20f119bebc9ca4e4

Observation 7ff28132-aa9b-49b7-849c-ac11273a1542 · outbound

This paper cites Source: Own study on the 2019-2023 daily data for EUR/ JPY (1557 observations) with starting capital of 10.

Can Artificial Intelligence Trade the Stock Market? Source: Own study on the 2019-2023 daily data for EUR/ JPY (1557 observations) with starting capital of 10

Reference 13

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raw_fallback, observed 2026-08-07T10:41:38.007471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:31.371223Z digest=sha256:daf83019c8573f647fecffcbb2ab0abb0d2504046295345a75e4550cf1b156c2

Observation 0d2eb32b-ad26-47d9-a176-1bf80a00e5e1 · outbound

This paper cites Source: Own study on the 2019-2023 daily data for EUR/ JPY (1557 observations) with starting capital of 10.

Can Artificial Intelligence Trade the Stock Market? Source: Own study on the 2019-2023 daily data for EUR/ JPY (1557 observations) with starting capital of 10

Reference 14

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verified fuzzy
raw_fallback, observed 2026-08-07T10:41:37.812914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:31.478325Z digest=sha256:6e177236bce9000fbf93923552e35f23b1682a8aad976001bbf201f18ad60c3b

Observation d7b48c85-4d80-4caf-8200-a9b84430b2b0 · outbound

This paper cites The agents can take position with whole capital between long, short and out of the market.

Can Artificial Intelligence Trade the Stock Market? The agents can take position with whole capital between long, short and out of the market

Reference 15

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raw_fallback, observed 2026-08-07T10:41:37.679842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:31.592523Z digest=sha256:0a40952513641131ae1acc75a43d9c9c69b86fe37dfc6f368dd85da1b4914bdc

Observation f292e09d-3628-423b-9acb-6432ed17030f · outbound

This paper cites Source: Own study on the 2019-2023 daily data for USD/JPY (1557 observations) with starting capital of 10.

Can Artificial Intelligence Trade the Stock Market? Source: Own study on the 2019-2023 daily data for USD/JPY (1557 observations) with starting capital of 10

Reference 16

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verified fuzzy
raw_fallback, observed 2026-08-07T10:41:37.537312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:31.702304Z digest=sha256:38369cd272e6244ebf73aaa6b6e6eb5e3f91eaef9b925f7c541cb78ed311b63c

Observation 70923b12-558d-4188-a44c-e5f53dafe0c9 · outbound

This paper cites Source: Own study on the 2019-2023 daily data for USD/JPY (1557 observations) with starting capital of 10.

Can Artificial Intelligence Trade the Stock Market? Source: Own study on the 2019-2023 daily data for USD/JPY (1557 observations) with starting capital of 10

Reference 18

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No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:31.928764Z digest=sha256:8a7744cff6a0ea30510bb3909474bb8e5b1e62f0ff535b678fda0345d51b2790

Observation 5b7f1a70-9c37-453b-b78c-1ad8aeeb21cd · outbound

This paper cites The agents can take position with whole capital between long, short and out of the market.

Can Artificial Intelligence Trade the Stock Market? The agents can take position with whole capital between long, short and out of the market

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:41:37.073636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:32.044204Z digest=sha256:7cbc00942ab3d876a88f1634856164c1bfc06244563479d1839d28accd4e2722

Observation bb84913f-71ce-40d1-b8ca-164ba93388a5 · outbound

This paper cites Source: Own study on the 2019-2023 daily data for S&P 500 (1253 observations) with starting capital of 10.

Can Artificial Intelligence Trade the Stock Market? Source: Own study on the 2019-2023 daily data for S&P 500 (1253 observations) with starting capital of 10

Reference 21

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raw_fallback, observed 2026-08-07T10:41:36.857831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 660d0ca6-6a68-4461-9be3-4c72abd0b3f6 · outbound

This paper cites an unresolved cited work.

Can Artificial Intelligence Trade the Stock Market? Unresolved cited work

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:32.857120Z digest=sha256:b488f64d095feb8c0ea2862c71acf0558f7ca2256549346827e375fc45f6ef72

Observation b95a9f42-f3ec-4bd8-a177-a7a5fcd67288 · outbound

This paper cites The agents can take position with whole capital between long, short and out of the market.

Can Artificial Intelligence Trade the Stock Market? The agents can take position with whole capital between long, short and out of the market

Reference 26

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raw_fallback, observed 2026-08-07T10:41:36.320563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:32.963334Z digest=sha256:fed9c9ac16868d2d6c3f86f395d7d8e2c44accb9aa2da96837c8499ee027f9b6

Observation fd442187-c206-4983-905e-d27b49581957 · outbound

This paper cites Source: Own study on the 2019-2023 daily data for BTC (1824 observations) with starting capital of 10.

Can Artificial Intelligence Trade the Stock Market? Source: Own study on the 2019-2023 daily data for BTC (1824 observations) with starting capital of 10

Reference 27

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raw_fallback, observed 2026-08-07T10:41:36.166523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:33.068680Z digest=sha256:52596c20448a40f36f8f2a7d610a04b7a5213ff56515681f030293863dec461c

Observation 51b7c800-79f6-4441-8485-1b9f0b3b6c38 · outbound

This paper cites Source: Own study on the 2019-2023 daily data for BTC (1824 observations) with starting capital of 10.

Can Artificial Intelligence Trade the Stock Market? Source: Own study on the 2019-2023 daily data for BTC (1824 observations) with starting capital of 10

Reference 28

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raw_fallback, observed 2026-08-07T10:41:35.984763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:33.210911Z digest=sha256:6246d603a0b98f4910370355657cf4f6032bac5021ae18b48fcce76dc407009c

Observation 1178e09d-6daa-40ad-b675-55f7ad360340 · outbound

This paper cites Source: Own study on the 2019-2023 daily data for BTC (1824 observations) with starting capital of 10.

Can Artificial Intelligence Trade the Stock Market? Source: Own study on the 2019-2023 daily data for BTC (1824 observations) with starting capital of 10

Reference 29

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verified fuzzy
raw_fallback, observed 2026-08-07T10:41:35.813121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:33.308787Z digest=sha256:9f4474a4ec76df596741c645e5aee985e5eb03bcac68de896dcc7984cea754b9

Observation a7a51c64-bba9-4eed-a30a-2e2a1cd87a9f · outbound

This paper cites The agents can take position with whole capital between long, short and out of the market.

Can Artificial Intelligence Trade the Stock Market? The agents can take position with whole capital between long, short and out of the market

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:41:35.561486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:33.412858Z digest=sha256:4f9ea4081554526dfba0a111deb4ff49f252f8e294625f3a28cf16d57cd2177c

Observation cce8c35f-cabd-419c-97bc-534dc873784f · outbound

This paper cites Which, it is worth to note, is an outstanding result.

Can Artificial Intelligence Trade the Stock Market? Which, it is worth to note, is an outstanding result

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:41:34.975852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:33.673674Z digest=sha256:f81bf7f2ec4d810bca49b955630f1dfa9817644cb9b6f30d4313f6e837283625

Observation 5d773873-4771-4bfb-8ebd-84b566a8085e · outbound

This paper cites equity market and is often considered a proxy for the overall health of the U.S.

Can Artificial Intelligence Trade the Stock Market? equity market and is often considered a proxy for the overall health of the U.S

Reference 500

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:41:36.965203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:32.191001Z digest=sha256:542b79bb8de99d4c3981fc70e07cda62e43ab84ebab930c64f108b5d7f842dc6

Observation 6885bba3-6f13-498b-ace6-bbc7146a9858 · outbound

This paper cites 26 In developing our methodology, we select agent’s generation that have undergone at least half of their training period.

Can Artificial Intelligence Trade the Stock Market? 26 In developing our methodology, we select agent’s generation that have undergone at least half of their training period

Reference 1000

Resolution
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raw_fallback, observed 2026-08-07T10:41:38.848843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:30.658061Z digest=sha256:0d6594ff67ffdd13ba533fba095546de847822559da0be78e311b98f9ecfc4e8

Observation 3b81e57f-91b9-4abc-b010-4bba45e15db9 · outbound

This paper cites an unresolved cited work.

Can Artificial Intelligence Trade the Stock Market? Unresolved cited work

Reference 1965

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unresolved
raw_fallback, observed 2026-08-07T10:41:34.523362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:33.953862Z digest=sha256:4e6257e8208d0936c4b409f8bd32014e00fd75469361bbad448be796f09132ef

Observation 725e6f1b-c7bb-4c3f-b8c1-b331220944d6 · outbound

This paper cites - Generalised Advantage Estimation a - Action 𝜋.

Can Artificial Intelligence Trade the Stock Market? - Generalised Advantage Estimation a - Action 𝜋

Reference 1989

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:41:34.290465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:34.077533Z digest=sha256:8ccc7ee7e5fce848b6fb0982bb115a4febd2deb96697b037891ae2d89c93f717

Observation 8a261d8b-a4b3-4693-a086-487c54835262 · outbound

This paper cites With each new window, we initiate training of the agent from scratch.

Can Artificial Intelligence Trade the Stock Market? With each new window, we initiate training of the agent from scratch

Reference 2005

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:41:38.875830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:30.457149Z digest=sha256:79cfe0f6ea9d5aef5fb14b267546b41aa3b8089f029ddf72ccdf2bf30e246b9c

Observation f93c926c-12aa-4e0a-964c-e64b333dadf5 · outbound

This paper cites 2024 Q1 Crypto Report.

Can Artificial Intelligence Trade the Stock Market? 2024 Q1 Crypto Report

Reference 2014

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:41:34.723860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:33.810589Z digest=sha256:5f13dfd5db25c8791a0ae77fcc17ff2b1e67b101acef156c4f3f689b77e82331

Observation 5e70c009-6ff6-49c6-a53e-eaa7e608f655 · outbound

This paper cites an unresolved cited work.

Can Artificial Intelligence Trade the Stock Market? Unresolved cited work

Reference 2019

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:41:38.836831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T10:41:30.749617Z digest=sha256:20a8f9a79f16c87ad7f8eb222b80b93555f15c0aa3a6e715aac7189333a21aa9

Observation ff8b7e03-56db-48fa-ae39-64b6f2d564ec · outbound

This paper cites The Sharpe ratio of 1.01 indicates favorable risk-adjusted returns and in the risk-adjusted terms DDQN_T outperformed Buy and Hold benchmark.

Can Artificial Intelligence Trade the Stock Market? The Sharpe ratio of 1.01 indicates favorable risk-adjusted returns and in the risk-adjusted terms DDQN_T outperformed Buy and Hold benchmark

Reference 2023

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raw_fallback, observed 2026-08-07T10:41:35.258585Z

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source=pdf_text observed=2026-08-07T10:41:33.544144Z digest=sha256:086868d601675f4e85ff526c3401e5cdb9327ae47c1302a31b951b5f09f1e280

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