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Paper Citation Record · LEDGER

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect

As of 17 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2504.20336.

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

pith.paper-citation-record.v1
2504.20336 v2

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:39:25.042337Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

36 of 36 outbound references displayed

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  • verified fuzzy13
  • unresolved23
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fff4dd4a-353b-4cc4-b8e7-103c4401e5ab · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect , " * write output.state after.block = add.period write newline

Reference 1

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation cb7ac96f-7209-4ad8-a0f2-b335c668f96e · outbound

This paper cites write newline.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect write newline

Reference 2

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Observation 8ccca606-a440-4556-9f5b-b6f951c98ad9 · outbound

This paper cites , Rabault, J.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect , Rabault, J

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 5d5a43bd-18a4-4bad-8f67-64630c7fb811 · outbound

This paper cites an unresolved cited work.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect Unresolved cited work

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 42a69f03-270d-4e47-870d-763f77cf35f5 · outbound

This paper cites an unresolved cited work.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect Unresolved cited work

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 97b5b60e-943f-429e-91d3-342cbc0e1230 · outbound

This paper cites an unresolved cited work.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect Unresolved cited work

Reference 6

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no resolver link, observed 2026-08-16T05:39:24.876500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d0d4d2eb-e2c0-4503-92c1-4f5e5c300347 · outbound

This paper cites an unresolved cited work.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect Unresolved cited work

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 2f6547f1-ca4a-4024-a9f3-94070e7c0279 · outbound

This paper cites , Yang, L.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect , Yang, L

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T05:39:24.886756Z digest=sha256:eea2fafddff7c9aebe565a3aeee491f2fa7f917fb9340a8748fe806df590ac6c

Observation e2ce34cf-83aa-4840-bda6-e2662c646c48 · outbound

This paper cites & Leal, L.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect & Leal, L

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 77db79f9-8482-4959-8e0d-d276ae9fa72e · outbound

This paper cites an unresolved cited work.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect Unresolved cited work

Reference 10

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raw_fallback, observed 2026-08-16T05:39:25.525538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation fc88997b-7d01-4134-b01b-c1a1d564bf02 · outbound

This paper cites , Rallison, J.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect , Rallison, J

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 25099453-7820-485d-b910-a0933674537a · outbound

This paper cites an unresolved cited work.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect Unresolved cited work

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 170f4989-f19a-4c7e-a8bf-800f6aa0d5d2 · outbound

This paper cites an unresolved cited work.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect Unresolved cited work

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation e22f1571-14b0-47e4-9d72-9b2b84420c99 · outbound

This paper cites an unresolved cited work.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect Unresolved cited work

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation c8c8c51c-66e1-46dd-a93d-7164307c71d7 · outbound

This paper cites , Kim, H.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect , Kim, H

Reference 15

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T05:39:24.921047Z digest=sha256:06a07bb83af1d0731c29b381f2e72c2343d561aed92ae5f38ca2167de38ee65d

Observation 85b921ce-1d20-4487-84ec-cb0050197f37 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect Adam: A Method for Stochastic Optimization

Reference 16

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no resolver link, observed 2026-08-16T05:39:24.926175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation fc577f61-56e7-4806-ac3a-b9cb44bcfdac · outbound

This paper cites an unresolved cited work.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-16T05:39:25.429886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 970e6db8-dbeb-4a5e-b3fb-eeb3fd538aed · outbound

This paper cites & Zhang, M.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect & Zhang, M

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T05:39:24.935980Z digest=sha256:6a5bb7735ac3cc83e05e5d5746f8375dd223c8a49ce598ba5355a2f38ce7c553

Observation 90182346-707a-45c6-8516-8b542f6721f0 · outbound

This paper cites 2010 Stretching polymer chains.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect 2010 Stretching polymer chains

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation b56de82d-19d1-44ad-8686-8e1ebfe743ab · outbound

This paper cites A Unified Framework to Enforce, Discover, and Promote Symmetry in Machine Learning.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect A Unified Framework to Enforce, Discover, and Promote Symmetry in Machine Learning

Reference 20

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no resolver link, observed 2026-08-16T05:39:24.948124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 5318fdbc-0d5c-43cc-9818-83d234bc30ac · outbound

This paper cites MDP Homomorphic Networks: Group Symmetries in Reinforcement Learning.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect MDP Homomorphic Networks: Group Symmetries in Reinforcement Learning

Reference 21

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no resolver link, observed 2026-08-16T05:39:24.954292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f8d6d2fa-6302-4192-9bdb-e6c9be0fcc06 · outbound

This paper cites , Kuchta, M.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect , Kuchta, M

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 7ebfaceb-4aea-4ae2-bfda-7a1df13dc92e · outbound

This paper cites an unresolved cited work.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect Unresolved cited work

Reference 23

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No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation f1ed3d89-dbb8-45d7-86ed-2bb392faeda2 · outbound

This paper cites , Rabault, J.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect , Rabault, J

Reference 24

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation e4cd864d-eeed-40b5-a811-24fd1880670f · outbound

This paper cites an unresolved cited work.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect Unresolved cited work

Reference 25

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raw_fallback, observed 2026-08-16T05:39:25.329233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 3ab9669c-bd38-4552-9ba2-1f6e7313fe70 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect Proximal Policy Optimization Algorithms

Reference 26

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no resolver link, observed 2026-08-16T05:39:24.983625Z

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Unavailable: canonical work link unavailable.

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Observation 967e682e-bfba-47e5-8f84-ff5a5ce8b219 · outbound

This paper cites an unresolved cited work.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect Unresolved cited work

Reference 27

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation c141addd-abb2-4a42-9d21-f52154c9d53d · outbound

This paper cites Active flow control for drag reduction through multi-agent reinforcement learning on a turbulent cylinder at $Re_D=3900$.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect Active flow control for drag reduction through multi-agent reinforcement learning on a turbulent cylinder at $Re_D=3900$

Reference 28

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no resolver link, observed 2026-08-16T05:39:24.996611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 81e9424e-6487-40c1-9fed-874011d6e15e · outbound

This paper cites Flow control of three-dimensional cylinders transitioning to turbulence via multi-agent reinforcement learning.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect Flow control of three-dimensional cylinders transitioning to turbulence via multi-agent reinforcement learning

Reference 29

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no resolver link, observed 2026-08-16T05:39:25.004091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T05:39:25.004091Z digest=sha256:7e7b21c74ae35fc36fea346d73a6ff4abe494ff0ee8a33811fdd050d0b72a805

Observation c9d34f17-aa8b-4158-8605-0cb21c00547b · outbound

This paper cites an unresolved cited work.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect Unresolved cited work

Reference 30

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raw_fallback, observed 2026-08-16T05:39:25.294223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 9aff6a93-d1ba-4f37-bf2c-178dafddfcaf · outbound

This paper cites an unresolved cited work.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect Unresolved cited work

Reference 31

Resolution
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raw_fallback, observed 2026-08-16T05:39:25.275373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 74a41c0c-ece6-4a2c-aea2-973d805322b3 · outbound

This paper cites Multi-agent reinforcement learning for the control of three-dimensional Rayleigh-B\'enard convection.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect Multi-agent reinforcement learning for the control of three-dimensional Rayleigh-B\'enard convection

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-16T05:39:25.022077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T05:39:25.022077Z digest=sha256:a11a82ddaa40014c01a33898ef19e445f5846c702d2bd10b3c0d718956c657ec

Observation b257e758-5050-43c8-b433-fd32c52209d7 · outbound

This paper cites , Rabault, J.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect , Rabault, J

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:39:25.259324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T05:39:25.027251Z digest=sha256:6eeb41b864dff9eb74a90b72d7ef212a83726c498918c5d6c97edb884e9904c3

Observation 38cbe906-817b-4778-9bf9-66d362ada22f · outbound

This paper cites & Lauga, E.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect & Lauga, E

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:39:25.240758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Observation 60d12274-a7fe-4c39-a2a8-9875ae6e9700 · outbound

This paper cites & Zhang, M.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect & Zhang, M

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:39:25.223052Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=arxiv_source observed=2026-08-16T05:39:25.036974Z digest=sha256:c632146651c39e74a97dfa1cc8488fdda61eb3de8565e3d0a4baf10108897095

Observation ed0585cf-eb46-41d0-85bc-1bde5e231651 · outbound

This paper cites & Graham, M.

Reinforcement-learning-assisted control of four-roll mills: geometric symmetry and inertial effect & Graham, M

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T05:39:25.205252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

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Pith citing papers

No inbound Pith citation observations are available.