Paper Citation Record · LEDGER

GAGPO: Generalized Advantage Grouped Policy Optimization

As of 6 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 3 inbound Pith citation observations for arXiv:2605.13217.

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

pith.paper-citation-record.v1
2605.13217 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-14T19:16:21.044294Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T09:42:46.659305Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-06-30T07:24:22.372634Z

Reference resolution

32 of 32 outbound references displayed

verified exact0
verified fuzzy32
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cbbc7015-3c22-4a33-b917-be33c545f151 · outbound

This paper cites 2022 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2022 , eprint=

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.094463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 70bf1b90-c971-4398-a9d3-d016db727b9f · outbound

This paper cites 2025 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2025 , eprint=

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.105478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 595233b5-3418-480a-b5ce-9bd604bf2ea6 · outbound

This paper cites 2025 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2025 , eprint=

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.071516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9d1bd90e-dd9a-4c5d-9d3e-e536c3ae09bc · outbound

This paper cites 2025 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2025 , eprint=

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.098623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d887abf4-2cc2-44b8-addb-b50ceeaa7f9d · outbound

This paper cites 2017 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2017 , eprint=

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.079422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 20c46a80-d413-43d6-9c70-7f160210adb6 · outbound

This paper cites 2024 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2024 , eprint=

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.082989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3b643846-baa4-4854-9f8a-ea6653a0ed26 · outbound

This paper cites 2024 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2024 , eprint=

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.075661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6a1ad738-eb3d-4ec6-b147-fa83a730786d · outbound

This paper cites 2025 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2025 , eprint=

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.086415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d73b33de-3eac-4d40-b453-653b3811e8e4 · outbound

This paper cites 2025 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2025 , eprint=

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.090438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f86889d1-150e-4d19-b4db-090765d786e1 · outbound

This paper cites 2025 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2025 , eprint=

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.127042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b78c6455-270c-4560-8807-41cc166211c6 · outbound

This paper cites 2025 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2025 , eprint=

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.109035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4b289d4f-44fc-4a1d-b62f-f6bd82d04e4c · outbound

This paper cites 2025 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2025 , eprint=

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.134931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ef520a4f-121f-49e9-ac3f-099bba6736f6 · outbound

This paper cites 2025 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2025 , eprint=

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.159841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 65bd5ffe-ee03-4be1-8c63-4b493be695f3 · outbound

This paper cites 2025 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2025 , eprint=

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.102089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d025b346-ff84-4a52-b51d-9de58f3722d7 · outbound

This paper cites 2025 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2025 , eprint=

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.152563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ab66e6b7-7a0b-4142-ae67-86e4c04cb254 · outbound

This paper cites 2025 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2025 , eprint=

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.131688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 62633f41-a942-47c8-a4e5-b9e823df0bb3 · outbound

This paper cites 2026 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2026 , eprint=

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.186329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ec8c26c2-45bd-4ba1-a7e8-1cbd6b608851 · outbound

This paper cites 2026 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2026 , eprint=

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.142330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7adf4125-7a1b-4234-bfc2-8760396c2c6d · outbound

This paper cites 2025 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2025 , eprint=

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.139030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f2c80ecd-99a3-4b24-bc56-f8137cb31db4 · outbound

This paper cites 2025 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2025 , eprint=

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.164283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 63b48190-9c8d-412f-b3ee-3f599262ace5 · outbound

This paper cites 2026 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2026 , eprint=

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.145293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d14ba52e-72a7-46d3-9d92-60c4ae0f5149 · outbound

This paper cites 2018 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2018 , eprint=

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.119604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a8781dfa-7ce5-4640-aab5-ed6d6cb2ae59 · outbound

This paper cites 2024 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2024 , eprint=

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.167680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 756f967a-4eef-40a0-8da4-a928d667d776 · outbound

This paper cites 2025 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2025 , eprint=

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.155888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f63bdd1d-135c-4509-a0fd-63a0eb572def · outbound

This paper cites 2021 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2021 , eprint=

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.115620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ec302352-7e59-4f27-88c7-e032a7d638a1 · outbound

This paper cites 2023 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2023 , eprint=

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.148885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cbcdcee3-2dee-41cb-9be8-aa08f5497202 · outbound

This paper cites 2023 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2023 , eprint=

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.181716Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation dc79db85-fdbe-4e09-a633-3f8129353d31 · outbound

This paper cites 2023 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2023 , eprint=

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.174299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b65b558e-ac0d-4d80-ad6d-ca01bb8fdcff · outbound

This paper cites 2025 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2025 , eprint=

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.112240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b200497f-de6d-4ace-867b-9de833b47c31 · outbound

This paper cites 2026 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2026 , eprint=

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.178429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 14fd5314-4b8e-4069-90e5-0aeca21f3245 · outbound

This paper cites 2025 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2025 , eprint=

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.170867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fd1f8f90-c756-4629-b611-436887fdce3f · outbound

This paper cites 2025 , eprint=.

GAGPO: Generalized Advantage Grouped Policy Optimization 2025 , eprint=

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-15T18:40:16.123418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

Observation 9ff7e3b0-ddd7-473c-896f-1beacdafe077 · inbound

UCOB: Learning to Utilize and Evolve Agentic Skills via Credit-Aware On-Policy Bidirectional Self-Distillation cites this paper.

UCOB: Learning to Utilize and Evolve Agentic Skills via Credit-Aware On-Policy Bidirectional Self-Distillation GAGPO: Generalized Advantage Grouped Policy Optimization

Reference 14

Resolution: metadata mismatch; local_arxiv, observed 2026-06-30T07:24:22.373961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 48307fe8-b475-4cac-8e9a-3e8fe90068d9 · inbound

UCOB: Learning to Utilize and Evolve Agentic Skills via Credit-Aware On-Policy Bidirectional Self-Distillation cites this paper.

UCOB: Learning to Utilize and Evolve Agentic Skills via Credit-Aware On-Policy Bidirectional Self-Distillation GAGPO: Generalized Advantage Grouped Policy Optimization

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T09:42:46.659305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcc855fa-c7bf-4e39-ae5a-e33fb562aa6a · inbound

ReDiPPO: Reference-Guided Value Calibration and Discrepancy-Aware Token Reweighting for Mathematical Reasoning cites this paper.

ReDiPPO: Reference-Guided Value Calibration and Discrepancy-Aware Token Reweighting for Mathematical Reasoning GAGPO: Generalized Advantage Grouped Policy Optimization

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T04:25:58.515880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.