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Paper Citation Record · LEDGER

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings

As of 9 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2507.08705.

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

pith.paper-citation-record.v1
2507.08705 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T18:17:52.700263Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

20 of 20 outbound references displayed

  • verified exact0
  • verified fuzzy3
  • unresolved17
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8ebe45c7-2da3-4934-bf26-ac5990ec1a1b · outbound

This paper cites URL: " 'urlintro :=.

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings URL: " 'urlintro :=

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T18:17:51.116644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:17:51.116644Z digest=sha256:2b08bd6527fa9b329b1ae6a0ae87d1cd237dcd0d373ce70d4c4a7746ffd9d0b0

Observation 3df695ff-063b-409f-80c4-3b9ac1280911 · outbound

This paper cites write newline.

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings write newline

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-06T18:17:51.158882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:17:51.158882Z digest=sha256:6afd49fecadae6e5fb17f5a03ac696604c40c62b22f775aa6f7046a038f3af83

Observation 92f608f1-b189-4c7a-99cb-0083f676dbc6 · outbound

This paper cites Courville, and Marc G.

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings Courville, and Marc G

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:17:54.632645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:17:51.240354Z digest=sha256:50bbf23a968fb80e0233570af3ab3078ead0b98e53064db78a3641f96dbda56e

Observation b8d8cd6f-93cd-49b6-b450-7b0d3d8280ed · outbound

This paper cites an unresolved cited work.

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:17:54.485107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:17:51.312385Z digest=sha256:c3c5a4e8e11e10f662f6cab2ba39d772dd7c09b8d58dcec1022addc339bc8561

Observation 1d0bc4b8-304c-47b1-b80c-88712380399e · outbound

This paper cites Natural Language Reinforcement Learning.

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings Natural Language Reinforcement Learning

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T18:17:51.412053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:17:51.412053Z digest=sha256:bf406c3ab7013ae34e2ccf3de409e6b02a909989ddcef4ac32d49fbbe7c5727e

Observation d28fab60-5d6d-4190-89f6-d502d495c3d0 · outbound

This paper cites The Llama 3 Herd of Models.

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings The Llama 3 Herd of Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-06T18:17:51.484700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:17:51.484700Z digest=sha256:50727ff514acc47612a9990b82fecb74a6f6669443f6792523e9f5adc63ead0b

Observation bec4bb7d-4f89-4bf8-9434-7d9ee2f3b521 · outbound

This paper cites an unresolved cited work.

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:17:54.323644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:17:51.617560Z digest=sha256:914e13d21672dd6f803d7997f56b25b49e06d9607718c75870cada97b95d8020

Observation 9a28065f-28cf-405d-be78-ae0ecca26b6e · outbound

This paper cites an unresolved cited work.

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:17:54.199175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:17:51.684297Z digest=sha256:dbc6a421695bbda58616015ef042c35bcf85f5719aa470914007cbe0e760eea4

Observation d95a8f3e-abbf-43b4-93a5-1a001197571a · outbound

This paper cites Gonzalez, Michael I.

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings Gonzalez, Michael I

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:17:54.044202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:17:51.752222Z digest=sha256:0ef47faa1ecf79850dc078831b271d45b3b53d0490f3715e6bc9da736382558b

Observation 6a0d5d05-94ca-4dde-97b6-12818a1ce1ef · outbound

This paper cites an unresolved cited work.

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:17:53.884173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:17:51.855337Z digest=sha256:4ceb80eca64adee14118926423ab5c414857ae7c1f001f108b22081b22bf6884

Observation 0a188eb2-a640-4e04-bf23-65f23fc6c287 · outbound

This paper cites an unresolved cited work.

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:17:53.724273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:17:51.915540Z digest=sha256:6b2206a78f39e41a38eab430c0d3c498844c4708702ae153de5af426fd53dfc6

Observation 2c1f3db2-4d40-4da7-a825-6dbd17d36847 · outbound

This paper cites Playing Atari with Deep Reinforcement Learning.

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings Playing Atari with Deep Reinforcement Learning

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T18:17:52.010046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:17:52.010046Z digest=sha256:da40631d46a2d14be96372e7c050fcf81dbd804c4ea4d891d9b138db2f361fe6

Observation 2db652f5-025f-4e2f-a1c6-ee00c7d93155 · outbound

This paper cites an unresolved cited work.

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:17:53.556335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:17:52.078223Z digest=sha256:5f1df7fb1012acf3393a604c2c6a20d75797fb65f70b4851acfce9464a55ea18

Observation 872985bb-335a-4eef-9d81-e75dbd95ca97 · outbound

This paper cites an unresolved cited work.

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-06T18:17:52.178748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:17:52.178748Z digest=sha256:fd28da507bbc0a239d13bd4ce3c6ebaaf4b6d4b237dae3771cb896980f78c94d

Observation b333951c-76cb-4222-b2d1-3c2403497dbc · outbound

This paper cites an unresolved cited work.

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:17:53.405289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:17:52.230198Z digest=sha256:c242dc89d617575e410a0567a784f41b56db7cb72324a418237e3569b21d7ed0

Observation 8164f054-62d4-4d4f-a088-c0299d338f1e · outbound

This paper cites an unresolved cited work.

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:17:53.241197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:17:52.345776Z digest=sha256:6f15836d6b93e9ace4c08512e42c3af63a0cb38ad5479b891a3bcb3fc9bb4b80

Observation 13321141-f435-4f80-9ea7-5b76f9c81b99 · outbound

This paper cites an unresolved cited work.

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T18:17:53.080208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:17:52.425945Z digest=sha256:0a6dd3abda6b2aa5c6d4bff6e1899367d48614dbca1de505a83b45670753b056

Observation 933120d1-2de0-4577-bdbe-14777cd39890 · outbound

This paper cites Mankowitz, and Shie Mannor.

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings Mankowitz, and Shie Mannor

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T18:17:52.896522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T18:17:52.523224Z digest=sha256:de55e1a989b2626da40751c55084b9717d48bd1fe7ef842c9fb01958ec21d5a2

Observation d3acef82-452d-43a2-8f16-189c8c541b52 · outbound

This paper cites Gymnasium: A Standard Interface for Reinforcement Learning Environments.

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings Gymnasium: A Standard Interface for Reinforcement Learning Environments

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T18:17:52.624072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:17:52.624072Z digest=sha256:be6f9b55e3b783505a622510770c2f05f6b7b86655c02c12853a192ddac64d31

Observation f4875c84-cb4c-4a69-bf95-4f0401f9f623 · outbound

This paper cites MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers.

elsciRL: Integrating Language Solutions into Reinforcement Learning Problem Settings MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T18:17:52.700263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:17:52.700263Z digest=sha256:edc8af3dafd1965d0f37bca395368be0d5aa21470a0d6febec07a5c256cebdef

Pith citing papers

No inbound Pith citation observations are available.