Pith. sign in

Paper Citation Record · LEDGER

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection

As of 12 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2412.10253.

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

pith.paper-citation-record.v1
2412.10253 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:16:00.479731Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

25 of 25 outbound references displayed

  • verified exact0
  • verified fuzzy1
  • unresolved19
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 61764983-5eba-4d69-8e12-1eda9c0d9bbc · outbound

This paper cites an unresolved cited work.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:16:01.427980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T16:16:00.347434Z digest=sha256:d0857122765e5af63c28aaea3e73b4d53ac0ff72d4942fdaf58cb2515f84e019

Observation 5e19693f-a4ac-4b49-9209-85efea040a81 · outbound

This paper cites Representation Learning: A Review and New Perspectives.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Representation Learning: A Review and New Perspectives

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-11T16:16:00.353451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:16:00.353451Z digest=sha256:bb834595afe79fb3c65ceb49aedb37bc7ea3db9a05e5b8a24eb9926ce7ee3efd

Observation 482cb4f3-a06e-4123-aaa4-3647c60b5175 · outbound

This paper cites an unresolved cited work.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Unresolved cited work

Reference 3

Resolution
malformed identifier
no resolver link, observed 2026-08-11T16:16:00.358998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:16:00.358998Z digest=sha256:8bb1f76582170d01686927fa090c1b62d0bbb8757979a56d00f03f45232df2f6

Observation b8a5e864-8e83-4ab3-abec-70271d28afc0 · outbound

This paper cites an unresolved cited work.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:16:01.411668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T16:16:00.364608Z digest=sha256:792ca219c732652de53254f837b6eb2ee5d20e17703b221394cd152f19b203da

Observation 926091b8-4992-4d0a-bfb6-ed5bf5f19d60 · outbound

This paper cites an unresolved cited work.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Unresolved cited work

Reference 5

Resolution
malformed identifier
no resolver link, observed 2026-08-11T16:16:00.369212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:16:00.369212Z digest=sha256:e05149822edffcdd852b2dfbe590fefdf85ce013b4c724236ccae57d9155c7b6

Observation c7957690-34a8-433f-9a0f-b23beec5926e · outbound

This paper cites an unresolved cited work.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T16:16:00.374700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:16:00.374700Z digest=sha256:f9813c26edeea9e6be35ec8cde694134508abba7e378f7bd597777dec5d5c059

Observation 64b2426d-9868-468a-a622-0e5b253f2909 · outbound

This paper cites an unresolved cited work.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:16:01.393714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T16:16:00.379625Z digest=sha256:35b15f9384dee3bbd0d5f7475d5e917bd52b003bf42b3901403c86b2c151c88a

Observation 0096c8f4-3c73-4287-91b1-2f5d9de2a65d · outbound

This paper cites an unresolved cited work.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-11T16:16:00.384836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:16:00.384836Z digest=sha256:852cedc02c922b778e84469ba9f943379fdac2f8378c821ef90fe22e52b1de1d

Observation 115b5d50-2249-472b-b638-bb550957402a · outbound

This paper cites Ioannidis and Younkyung Cha Kang.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Ioannidis and Younkyung Cha Kang

Reference 9

Resolution
metadata mismatch
raw_fallback, observed 2026-08-11T16:16:01.007334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T16:16:00.389874Z digest=sha256:85c175e2585a580970615e941770ac4a80b42eae8cf6807c87fa408bf72431ea

Observation a925d69a-ef9b-4755-a10f-1aadf9553fa1 · outbound

This paper cites Learning to Optimize Join Queries With Deep Reinforcement Learning.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Learning to Optimize Join Queries With Deep Reinforcement Learning

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-11T16:16:00.395810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:16:00.395810Z digest=sha256:c207ebe8f1a38b83dac8478dbb90a243c76d10613307c54711e9fd910a940751

Observation 32360220-a1cb-43ae-b05a-85e6546dea7f · outbound

This paper cites an unresolved cited work.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-11T16:16:00.400620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:16:00.400620Z digest=sha256:259750812409b908e6964b29566141846c625e792d3e200e380823c1583b1be3

Observation eb05a22f-68df-451b-8422-fc1115bb1230 · outbound

This paper cites an unresolved cited work.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Unresolved cited work

Reference 12

Resolution
metadata mismatch
raw_fallback, observed 2026-08-11T16:16:00.831519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T16:16:00.405574Z digest=sha256:e626525831e117392acdb53ccd884e669e148b1e727854fa80a62dc24ac287a1

Observation a319cd8c-a119-41f8-9cc0-302e902a8349 · outbound

This paper cites Distributed Representations of Words and Phrases and their Compositionality.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Distributed Representations of Words and Phrases and their Compositionality

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-11T16:16:00.410978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:16:00.410978Z digest=sha256:dd93ce3d0fa42d4608e7d0bd54520ff2ea8e14923c04701b4eb50fa8ee45543b

Observation 470a9fe9-eb2a-410d-8b65-baa7c9d84810 · outbound

This paper cites Playing Atari with Deep Reinforcement Learning.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Playing Atari with Deep Reinforcement Learning

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T16:16:00.416869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:16:00.416869Z digest=sha256:ab2e13e1ff6ff6afee8eecd2489e3e0c879b3dbcf9b1ebce7fc3b134e27481b8

Observation d4c4f877-eed4-4d44-8e7c-d082898831fa · outbound

This paper cites Larriba-Pey.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Larriba-Pey

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:16:01.358052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T16:16:00.422165Z digest=sha256:aa518a3ba6c7b9ac6526cfd6b1b6ede89131411934bc5981a8b6b1e0a04ac9a9

Observation e6fa26e7-d0f0-4396-a3b0-e78f9c091fda · outbound

This paper cites an unresolved cited work.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-11T16:16:00.426325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:16:00.426325Z digest=sha256:90a72dac10b74e7310a00771fa959212d331956c184bb54eefc92a186e2fcd2a

Observation 67138ef7-d2ef-4d99-9a63-8e0bfff26c9b · outbound

This paper cites an unresolved cited work.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:16:01.340886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T16:16:00.430791Z digest=sha256:0672bc54b889a5f01c9178924ff98731de07036432610b77824df630e9a02d91

Observation 425d15df-8137-4a58-89ef-541f53f9ebe5 · outbound

This paper cites Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T16:16:00.436400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:16:00.436400Z digest=sha256:85f09e8d45eeecb25643599bc4a9588b8ed7469895cad457f327470509c2ea22

Observation be3170aa-a6b2-46e2-a900-b2cb7b58b3c8 · outbound

This paper cites an unresolved cited work.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Unresolved cited work

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-11T16:16:00.441201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:16:00.441201Z digest=sha256:0a12c5c1c9f10f34e1fc6501f532c8f35cb2143272b5f2aab7448d6969b91e3b

Observation 3601a037-9999-4148-902e-db861e2bca17 · outbound

This paper cites an unresolved cited work.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-11T16:16:01.325578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T16:16:00.448826Z digest=sha256:3caf4374d2684547eb58e679516b1a84fd30ada2189c27037d413b15c2ae853b

Observation c7e07455-cc9b-4e76-8a0c-fd9c17cf8928 · outbound

This paper cites Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T16:16:00.454535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:16:00.454535Z digest=sha256:3aa6fed77f62a14d3bb97073c04ca1c0478367f479827ec68f4d235f45f24c0a

Observation 04e0685b-e22a-4729-bb16-527eb3fb5da0 · outbound

This paper cites Dueling Network Architectures for Deep Reinforcement Learning.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Dueling Network Architectures for Deep Reinforcement Learning

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-11T16:16:00.460061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:16:00.460061Z digest=sha256:4d3e5c36366b017de48979bc54c91bd70a0bb8525620bdbda41c98f05645b0dd

Observation fdf069ed-7ed1-4141-84bd-fcee3db40625 · outbound

This paper cites an unresolved cited work.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-11T16:16:00.466218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:16:00.466218Z digest=sha256:612ea0e1604e4dd85281329c83fd96a071a6ce1a04da584f3d821c23fedf57be

Observation 9f6356b9-7277-4caa-a5ab-109615dcee77 · outbound

This paper cites an unresolved cited work.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Unresolved cited work

Reference 24

Resolution
malformed identifier
no resolver link, observed 2026-08-11T16:16:00.471296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:16:00.471296Z digest=sha256:0ca2858bfe3b9bd7333b2efb3aa61e5951363d394b4d9b33b631dc7f0cc8d672

Observation 132cdfe7-cd9c-4deb-a64e-e1962f0a9dd4 · outbound

This paper cites Graph Neural Networks: A Review of Methods and Applications.

A Novel Framework Using Deep Reinforcement Learning for Join Order Selection Graph Neural Networks: A Review of Methods and Applications

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-11T16:16:00.479731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:16:00.479731Z digest=sha256:84fca06871848cdc08902bad338cf5d37f17c8d2ec44d27c8067f9c3b5fc12bf

Pith citing papers

No inbound Pith citation observations are available.