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Paper Citation Record · LEDGER

Deep Reinforcement Learning in Quantitative Algorithmic Trading: A Review

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2106.00123.

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

pith.paper-citation-record.v1
2106.00123 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:17:11.990986Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T14:17:12.284379Z

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 f74acdca-07a7-488a-977f-4f006ba44455 · inbound

Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions cites this paper.

Directly Learning Stock Trading Strategies Through Profit Guided Loss Functions Deep Reinforcement Learning in Quantitative Algorithmic Trading: A Review

Reference 32

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:17:12.290045Z

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=2026-08-06T14:17:11.990986Z digest=sha256:d1409be4b2d5008a3c9d1ff7975f9151ab0cd09ddc36e31033ec863a4cd754a1

Observation f59720cc-99dd-42ab-b16e-f121ea308e3e · inbound

AlphaZeroBeta: Deep Reinforcement Learning for Market-Neutral Portfolios cites this paper.

AlphaZeroBeta: Deep Reinforcement Learning for Market-Neutral Portfolios Deep Reinforcement Learning in Quantitative Algorithmic Trading: A Review

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-01T16:29:18.098475Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T16:29:18.098475Z digest=sha256:73dfbef5cb9350b28f76a596296c4d57c112fda2917e56887bfaf3512694141b