Paper Citation Record · LEDGER

Symmetric Behavior Regularized Policy Optimization

As of 6 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2508.04225.

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

pith.paper-citation-record.v1
2508.04225 v4

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:51:02.003627Z

measured 44 of 44 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 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

44 of 44 outbound references displayed

verified exact3
verified fuzzy0
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3585c6d8-e22e-4636-a74a-b99bda04f062 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:08.640158Z

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 2eab9191-ebbe-40f7-ac20-91469f90e63b · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:08.396167Z

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 4367b36f-7193-4a94-87c6-5bb2cece3c06 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:08.220245Z

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 85eb11d2-85f2-4f8d-b090-536341e2a2a9 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 4

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T00:51:02.989016Z

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 3cdf0f60-a339-4f20-8488-0c6c5af36fba · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:08.000681Z

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 b86e3a9c-34ca-4733-bee2-07d65d9ba4e2 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:07.758370Z

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 7cf5b814-9d85-4455-8425-7aae5e007699 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:07.547278Z

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 e4fa689b-8097-423e-9a04-d0dfc47a1b38 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:07.390661Z

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 1ed108c8-d033-475a-bd4c-1411bba96683 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:07.183249Z

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 c2803b24-3ba9-400c-869c-8f3ce58ccab3 · outbound

This paper cites BOHB: Robust and Efficient Hyperparameter Optimization at Scale.

Symmetric Behavior Regularized Policy Optimization BOHB: Robust and Efficient Hyperparameter Optimization at Scale

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T00:50:58.895055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf85cc61-8d56-4b2f-aadc-23b96a871d31 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:06.977921Z

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 3578aa82-a7a5-4004-af27-02176318c8f9 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:06.800005Z

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 abd411da-7ba3-4b2b-a7d6-b757c41b7913 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:06.649183Z

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 3d64f952-a988-4b50-a530-e8ae40c63db9 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:06.481150Z

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 1327b2f8-fbdb-4d84-b3e9-f77dbd9bf132 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:06.288672Z

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 c694ce6b-b687-4a11-85f8-02c5b670bd24 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:06.106188Z

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 66197517-8e34-4a03-9386-51cb8f29946a · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:05.863667Z

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 0e35f6c7-82c2-4866-bfe3-9ff670cdfe19 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T00:50:59.667025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61afd719-4613-4846-8f10-07db74a406b3 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:05.684253Z

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 aa6b52f1-61d7-43f0-a8c7-31202ee50fc1 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T00:50:59.851084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e05363bf-a3ba-4f9a-84fc-fc1d190bfbd7 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:05.424185Z

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 29c3cb89-3c1c-4df4-8b13-43dcb6aa5099 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:05.304423Z

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 3de59fbd-668c-4f59-98d2-50668d6b7647 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:05.151697Z

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 1b938deb-1c7d-40f4-bf56-04e47fa17175 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:00.190610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8741e1cf-023f-444a-b4d7-f439e02350db · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:05.017298Z

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 0df3b4f2-d7ba-444a-8255-e328c59f1f52 · outbound

This paper cites Generating Personalized Recipes from Historical User Preferences.

Symmetric Behavior Regularized Policy Optimization Generating Personalized Recipes from Historical User Preferences

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:51:02.536644Z

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 2c44fbd2-1e4d-43da-8626-475fbadaaf6a · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:04.917827Z

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 2fb45187-42c2-4983-8eda-717e56a0da6a · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:04.754461Z

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 a8376eea-8e05-470a-9e3e-b908537f27a8 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:04.617367Z

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 d4392279-21f4-4cc8-84f4-11a60b4819da · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:04.479694Z

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 1fc0493d-dedf-4a0e-b678-93f9432a9387 · outbound

This paper cites Temporal Linear Item-Item Model for Sequential Recommendation.

Symmetric Behavior Regularized Policy Optimization Temporal Linear Item-Item Model for Sequential Recommendation

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:51:02.350844Z

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 ee696e21-a74b-4d43-8234-6211d9ba3bcb · outbound

This paper cites Weighted Tensor Decompositions for Context-aware Collaborative Filtering.

Symmetric Behavior Regularized Policy Optimization Weighted Tensor Decompositions for Context-aware Collaborative Filtering

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:00.966734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2fe83ac-824b-44a4-86fe-9f7fdfa5303b · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:04.379663Z

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 ba745c4e-4489-418a-9bd7-8ebcd002d1b0 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:04.260476Z

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 c8589955-a23a-4d4d-b4cc-762348820b03 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:04.112971Z

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 54a6b432-50ec-49cf-bcb6-1317fc0081a0 · outbound

This paper cites Collaborative Filtering via High-Dimensional Regression.

Symmetric Behavior Regularized Policy Optimization Collaborative Filtering via High-Dimensional Regression

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-08-06T00:51:02.159177Z

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 5ce1d01b-3dab-4a41-9e3f-ab2a0bb54fe7 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:03.951266Z

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 8a8634f9-eee8-49da-bdbf-a8553ca2d2b8 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:03.814928Z

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 c4adc4ad-480b-45b6-a594-ba9913413d27 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:03.655565Z

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 0d86dc23-fe8a-4dec-9923-f0d4bd0849d2 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:03.520594Z

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 7dc0c0f8-b7a2-4a50-b363-c8a78264ded4 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T00:51:01.784028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1526ffdb-a8e7-4e5c-92f9-f385650d831f · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:03.414069Z

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 cc466f6f-cb9b-4fad-b3d8-bd202a72e801 · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:03.267263Z

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 33f8e5f7-87c1-485d-a25c-0f4fad3d0fdd · outbound

This paper cites an unresolved cited work.

Symmetric Behavior Regularized Policy Optimization Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:51:03.116185Z

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

No inbound Pith citation observations are available.