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Paper Citation Record · LEDGER

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch

As of 12 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2412.15534.

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

pith.paper-citation-record.v1
2412.15534 v2

Coverage vector

measured 58 of 58 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:24:29.175535Z

measured 58 of 58 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

58 of 58 outbound references displayed

  • verified exact2
  • verified fuzzy7
  • unresolved49
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f8b99aaf-9081-4cca-98d0-0d9f3f107264 · outbound

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

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch , " * write output.state after.block = add.period write newline

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T11:24:28.847545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:28.847545Z digest=sha256:febc16944942478b62661d27296873f4e0604153ca3c8b437d498741b815d476

Observation a5846d71-a2b6-4774-af43-d691add1406f · outbound

This paper cites write newline.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch write newline

Reference 2

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no resolver link, observed 2026-08-11T11:24:28.853969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:28.853969Z digest=sha256:df618e6ff2aa9f1d12f7a110c0ff07a97096c751728f02fdc1d4b79db4d94950

Observation da377faa-23a5-4806-b472-981352c94e13 · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:24:30.104520Z

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=arxiv_source observed=2026-08-11T11:24:28.862447Z digest=sha256:d73d8bcb51b2de2436c7186a8e21a60826d0c793b56e6d452cd58cbbcab50fa2

Observation d949ead1-9ad4-4371-bb3b-46f5a950f09d · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 4

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unresolved
no resolver link, observed 2026-08-11T11:24:28.869264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:28.869264Z digest=sha256:c220f0dc48f912bcea7d1bd74a838e5e8dac2ddf6f5360a765d1288a5e914fe5

Observation 0d997acc-97fc-4e30-8fda-b58b9b48faa7 · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 5

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raw_fallback, observed 2026-08-11T11:24:30.082059Z

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=arxiv_source observed=2026-08-11T11:24:28.874753Z digest=sha256:e25bca154215f2a7ce60d7211123237a15b8ae714dd43626ab17ecf829e15cfd

Observation 54b68296-5ac7-408d-9c19-6a85e2c080f4 · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:24:30.068907Z

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=arxiv_source observed=2026-08-11T11:24:28.881499Z digest=sha256:f196b0af8015868252cb5c62c76799e7b7a7b021eb073b02d675ecc7105f9fa1

Observation 301dde61-135b-4efd-a011-521aaf77a0b3 · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:24:30.056533Z

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=arxiv_source observed=2026-08-11T11:24:28.887569Z digest=sha256:6c3d286c8ea50017024848be4acaee667272a3ca2d160e1affed4e5294fe24c9

Observation 887e7ddc-012a-4ffe-b70e-8a9f78db3099 · outbound

This paper cites M.; Louveaux, Q.; and Wehenkel, L.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch M.; Louveaux, Q.; and Wehenkel, L

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:24:30.043668Z

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=arxiv_source observed=2026-08-11T11:24:28.892959Z digest=sha256:e179dfff9480f6a48545b837413e2a6f6cc8ace3c93d8a2e6599ebfd2593d445

Observation 144c8334-eff9-4d8d-b00f-fb9630ff8edd · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 9

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raw_fallback, observed 2026-08-11T11:24:30.031073Z

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=arxiv_source observed=2026-08-11T11:24:28.899966Z digest=sha256:9cf54f618c5b899e257808c201cef9d2740f382ab4def20c2ae71eeba5031d3f

Observation 9eef9565-5411-4332-886d-417af7087955 · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 10

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unresolved
raw_fallback, observed 2026-08-11T11:24:30.018279Z

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=arxiv_source observed=2026-08-11T11:24:28.906018Z digest=sha256:6b8a022a23655c767d135ff4df86ec43b2bf53ecb98cd0f7a7be4a16ce705b93

Observation 95834f6b-4e33-4728-8788-e7f4f0ddb986 · outbound

This paper cites B.; Gleixner, A.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch B.; Gleixner, A

Reference 11

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no resolver link, observed 2026-08-11T11:24:28.911039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:28.911039Z digest=sha256:48a7c936c8538403b8c0a1928f67599ba2b313c57568f7c9b97666b947e7c03a

Observation b6aae52d-6e2d-4dbd-b4a8-2a958d73fd42 · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 12

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no resolver link, observed 2026-08-11T11:24:28.921620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:28.921620Z digest=sha256:e782793b2e3cba9dd65e9d6bb3b95afd3bbdab959e0646b265fce6fac830cb74

Observation 9f08764b-fac0-4166-9b50-c8204d377f83 · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 13

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unresolved
no resolver link, observed 2026-08-11T11:24:28.928618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:28.928618Z digest=sha256:29e15697863abaa723e455ef85a38319f6639a02137f597e3d2dd470b37a9369

Observation 27e001f0-e1a3-4e8f-90f0-a2c9e29486c5 · outbound

This paper cites T.; Jiang, H.; Krishnamoorthy, M.; and Sier, D.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch T.; Jiang, H.; Krishnamoorthy, M.; and Sier, D

Reference 14

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no resolver link, observed 2026-08-11T11:24:28.934650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:28.934650Z digest=sha256:b94db04d09b766cd1ff5a23d00126927c16c76fb512c1d30b87d0afe30d49d2c

Observation 23784c5c-b819-4077-9e1d-9eb85c27ec39 · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 15

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raw_fallback, observed 2026-08-11T11:24:29.866323Z

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=arxiv_source observed=2026-08-11T11:24:28.940426Z digest=sha256:3131774ad7f6e4768807c051542c81cff623e8814f06ddcb45cd7730c18f74b7

Observation b4d22559-4d1e-4a94-bec4-c85fc87c1cbf · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:24:29.854023Z

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=arxiv_source observed=2026-08-11T11:24:28.946379Z digest=sha256:c11d50ac306b8f2c0c4c2c27363d337e5649e6f0cb4eb01263b145c68f531a9e

Observation a9d2976b-68c0-4ffa-ada9-c6e658c8d51b · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:24:29.841585Z

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=arxiv_source observed=2026-08-11T11:24:28.957064Z digest=sha256:795f8a6bc92b753cf0fc942639ec34a3c08500d4739cea1d464637d37a647294

Observation 22e8c4f3-4136-42b9-b69a-df5192631da4 · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 18

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no resolver link, observed 2026-08-11T11:24:28.963977Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:28.963977Z digest=sha256:f628ba83fb6659894a0741006237166fa4713467d7a86edc452640aefe971b10

Observation e759d5ce-b882-4784-bb00-a39875679d4d · outbound

This paper cites B.; Kumar, M.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch B.; Kumar, M

Reference 19

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raw_fallback, observed 2026-08-11T11:24:29.822236Z

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=arxiv_source observed=2026-08-11T11:24:28.968689Z digest=sha256:c1b1a72ed14e5b94dfac872ba8c051ee470f22c67a9051e965b885d1d5518026

Observation 6086771c-55de-48cf-9d69-b643c5e43968 · outbound

This paper cites B.; Ch \'e telat, D.; Gasse, M.; Lodi, A.; Bengio, Y.; and Kumar, M.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch B.; Ch \'e telat, D.; Gasse, M.; Lodi, A.; Bengio, Y.; and Kumar, M

Reference 20

Resolution
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raw_fallback, observed 2026-08-11T11:24:29.809957Z

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=arxiv_source observed=2026-08-11T11:24:28.975379Z digest=sha256:19fa2693a3114e00f92641eaf1074ec81eccf2de9cdad92c1c8146b3365871c6

Observation 7c950993-abd2-4f80-a895-444b75adb61d · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 21

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:28.981724Z digest=sha256:01a3f011684e349237aa8a171012f83d1b3c8f0a9e30b29b19c3d9b55d99a7c4

Observation dd33c3ec-8e70-4661-a39c-d9b6fc3a3e7d · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 22

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no resolver link, observed 2026-08-11T11:24:28.988463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:28.988463Z digest=sha256:5c82eb1607da648aede36cb686abf09cadff60d8656f7f5dc017bd4ec5016435

Observation c46b7a3b-d0e7-422a-989f-036b5fea0954 · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 23

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raw_fallback, observed 2026-08-11T11:24:29.782376Z

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=arxiv_source observed=2026-08-11T11:24:28.994470Z digest=sha256:223e9281f4052fb5b5504a091bc25f9e5fee907a6f1701a76d72abce6442b16b

Observation 4cc37388-e65f-43d8-a904-6c8aea51dabc · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 24

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raw_fallback, observed 2026-08-11T11:24:29.769635Z

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=arxiv_source observed=2026-08-11T11:24:29.000171Z digest=sha256:6b89d3a3769d7cbbb725a4a2c99d4e8b3b1954b4c4aa9113233120497e50ce4a

Observation 873e2724-8f60-493c-9d7c-7176f3cda7df · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 25

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no resolver link, observed 2026-08-11T11:24:29.007398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:29.007398Z digest=sha256:0de2966dc400301a074741e795a82f94239aec410002c93472979b512835f125

Observation 5e982727-5edd-4847-a851-223326815bbb · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 26

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raw_fallback, observed 2026-08-11T11:24:29.743130Z

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=arxiv_source observed=2026-08-11T11:24:29.013391Z digest=sha256:a08946fcb0b6d2c0060012c1aeaca2f3900b4bc22e54798b02c5cb88f93c71a8

Observation f58ffb66-fe5a-4739-9e8c-69f9e18497a8 · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 27

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unresolved
raw_fallback, observed 2026-08-11T11:24:29.729124Z

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=arxiv_source observed=2026-08-11T11:24:29.019016Z digest=sha256:a26f1b05cd3a0541175ea443e02a2611f68adf2e5ad717b9ee3253f40e64afaf

Observation e5ef481a-b549-430b-b01d-8f34767f0b23 · outbound

This paper cites B.; Bodic, P.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch B.; Bodic, P

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:24:29.717009Z

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=arxiv_source observed=2026-08-11T11:24:29.025010Z digest=sha256:3dddb4c3b24d4b95ba5fc4ef2b19ca07b3f2d6e0011d8b25fa35dd2fc09ce780

Observation f65706b4-beef-4b82-a8f3-c6849f125952 · outbound

This paper cites B.; Dilkina, B.; Nemhauser, G.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch B.; Dilkina, B.; Nemhauser, G

Reference 29

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no resolver link, observed 2026-08-11T11:24:29.030400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:29.030400Z digest=sha256:ee58bec00229194310ba66e5f53d5c2392ee00ff80517639cb41fd9821e70345

Observation 08fef80c-6771-4156-9908-c1d800076f98 · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 30

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unresolved
raw_fallback, observed 2026-08-11T11:24:29.694311Z

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=arxiv_source observed=2026-08-11T11:24:29.034693Z digest=sha256:2109b521982eb4ba46f325f3ffb0c691bd48dd723ed6931aaf360146ec80f23f

Observation 0b14da1d-ef77-4854-8252-b9dfe85f047f · outbound

This paper cites Offline Reinforcement Learning with Fisher Divergence Critic Regularization.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Offline Reinforcement Learning with Fisher Divergence Critic Regularization

Reference 31

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no resolver link, observed 2026-08-11T11:24:29.041728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:29.041728Z digest=sha256:2818cbbaf393120a268ff6312574ba105d6e68fe7dba1d28c0884cc084d0909d

Observation 0486def3-9d2a-4cdc-b358-806c4a868145 · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:24:29.681359Z

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=arxiv_source observed=2026-08-11T11:24:29.046545Z digest=sha256:94487dbca1bb8a2ba7443a071c23d7f370e5f7063d6078d386f4fe23bf4120ad

Observation 71f33aea-8dbd-49c4-b784-2ebb250c8796 · outbound

This paper cites H.; and Doig, A.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch H.; and Doig, A

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:24:29.667651Z

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=arxiv_source observed=2026-08-11T11:24:29.050881Z digest=sha256:6b9e95dbb95eadf8129f21a241ad32c95fa5a3af32da10787bc452bdb9d53bec

Observation eb0d4f99-05d9-4437-93e5-a45d493bc7a7 · outbound

This paper cites Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

Reference 34

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no resolver link, observed 2026-08-11T11:24:29.055555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:29.055555Z digest=sha256:7d9d75cb2670094251d5b30ebf04c8d627eccda2261f469808732a2cc62fc6e5

Observation 4649a936-6e11-4ba7-b823-93efab6c55c5 · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-11T11:24:29.060236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:29.060236Z digest=sha256:a8851437cb403c161616e0cf044940525f58d92a55591d5c5ecd748eeed4e592

Observation 3483e466-e670-4bd9-b8fe-763ad8758f55 · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:24:29.639566Z

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=arxiv_source observed=2026-08-11T11:24:29.064380Z digest=sha256:63672e76f0c95d86c46df1cbd144ae706763ea574c0e71f9314d71cb204a8049

Observation 180deb4c-2881-46bb-b245-60c6c0a5fec6 · outbound

This paper cites Solving Mixed Integer Programs Using Neural Networks.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Solving Mixed Integer Programs Using Neural Networks

Reference 37

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unresolved
no resolver link, observed 2026-08-11T11:24:29.068789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:29.068789Z digest=sha256:cfd524883812fd7316eaf9242d302f733a698fd26fe371563cc62c44e6e5d6c3

Observation 83943f90-c0a2-41d6-b6d6-889c180ab201 · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:24:29.624968Z

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=arxiv_source observed=2026-08-11T11:24:29.074004Z digest=sha256:d947890651e2651ede9ffcf21a0d7183f6b52e496da8c93630c01189e7c58be2

Observation 368f2da3-2637-4fb8-9327-a6a8ef7ba573 · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:24:29.606930Z

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=arxiv_source observed=2026-08-11T11:24:29.078475Z digest=sha256:40dc81dd8771ce3f037ae5c6bf3f4d0be304963ddee352839f01790c3f057a9f

Observation af18344b-0565-4187-999b-73791133004f · outbound

This paper cites Learning To Dive In Branch And Bound.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Learning To Dive In Branch And Bound

Reference 40

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no resolver link, observed 2026-08-11T11:24:29.082502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:29.082502Z digest=sha256:86c731c0b186bb8b96dcd5df38d178488c0ea860553e3df0bc86e2a19953a9fd

Observation c3381aee-4480-465e-b5f4-1b2d15cce842 · outbound

This paper cites B.; Zarpellon, G.; Krause, A.; Charlin, L.; and Maddison, C.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch B.; Zarpellon, G.; Krause, A.; Charlin, L.; and Maddison, C

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:24:29.591271Z

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=arxiv_source observed=2026-08-11T11:24:29.087073Z digest=sha256:7ab0eb95a241490ed57ede5b20a66bba944e54d4f19bfe8a36376bfbbbee7a9a

Observation e9bd4954-0f69-4893-b205-f392566c8a3b · outbound

This paper cites An Improved Reinforcement Learning Algorithm for Learning to Branch.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch An Improved Reinforcement Learning Algorithm for Learning to Branch

Reference 42

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unresolved
no resolver link, observed 2026-08-11T11:24:29.094285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:29.094285Z digest=sha256:a0429f4cad745802b040e88663d7a95bdeb1c6000edba97fa7380dc1f5b1786a

Observation 794563c9-b6b3-4157-821e-7c246324fa2f · outbound

This paper cites Y.; Ch \'e telat, D.; Gasse, M.; Lodi, A.; Yorke-Smith, N.; and Aardal, K.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Y.; Ch \'e telat, D.; Gasse, M.; Lodi, A.; Yorke-Smith, N.; and Aardal, K

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T11:24:29.574191Z

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=arxiv_source observed=2026-08-11T11:24:29.100260Z digest=sha256:b03f451592718cf201588fa6f7ae4309aa328226049b6a8552d5e95b83d6c715

Observation 0a6c6766-240f-497b-b436-17f71196c7e6 · outbound

This paper cites Proximal Policy Optimization Algorithms.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Proximal Policy Optimization Algorithms

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T11:24:29.105011Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:29.105011Z digest=sha256:41b81892ee81484f122c45bc617182eec000143d5d383ac0e31e60ab482b0e29

Observation 31c53491-ed96-4249-941d-e9c1e3e2d904 · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:24:29.561348Z

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=arxiv_source observed=2026-08-11T11:24:29.110221Z digest=sha256:bb16bd51f0bc9c9995ee37999e77252410ed295dca972ad54c067112a5958936

Observation 9648ad6f-9379-45ff-8fa4-e47308ed143f · outbound

This paper cites Learning a Large Neighborhood Search Algorithm for Mixed Integer Programs.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Learning a Large Neighborhood Search Algorithm for Mixed Integer Programs

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-11T11:24:29.114595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:29.114595Z digest=sha256:77a3a0b29a952a2b6350a737d7c3cb046b7ca449f6a7cbe38cfcf6936861f893

Observation 5543a80f-520c-44fa-8646-a51d6ee9060f · outbound

This paper cites TreeDQN: Sample-Efficient Off-Policy Reinforcement Learning for Combinatorial Optimization.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch TreeDQN: Sample-Efficient Off-Policy Reinforcement Learning for Combinatorial Optimization

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-08-11T11:24:29.280077Z

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=arxiv_source observed=2026-08-11T11:24:29.118759Z digest=sha256:a066e67cf02ad3f61dedca32cd9f9dad34710ae9090bb15a6c15e47dda569baa

Observation 029aa0d6-f626-4651-9fa2-4b032400c228 · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:24:29.545779Z

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=arxiv_source observed=2026-08-11T11:24:29.124330Z digest=sha256:e2e1deff3f9729419b469217d12949eb54b27faa05ae1ff118be80c125564d2f

Observation c326207d-dd2f-4adc-ae58-4fc68e8961cc · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:24:29.522311Z

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=arxiv_source observed=2026-08-11T11:24:29.130460Z digest=sha256:556c52a23144e62351b5ee03880b8ec4257dd9c8fe5822c6e3f70d05d16d0656

Observation 9685de51-562e-4fce-8b8a-ee0a4bb2306c · outbound

This paper cites MLGO: a Machine Learning Guided Compiler Optimizations Framework.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch MLGO: a Machine Learning Guided Compiler Optimizations Framework

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-11T11:24:29.135197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:29.135197Z digest=sha256:0197c5114b00129f1b215fb308501a9116ea090d26253d34ad415927c665d1cf

Observation b8635fdd-b815-4ec1-b8b2-5bd9a6b97301 · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:24:29.505782Z

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=arxiv_source observed=2026-08-11T11:24:29.142154Z digest=sha256:5c978ed0de8306f608d1981343fdf57e8ea3f78da2fdfcc5373de705703a155f

Observation ac23e030-083e-471b-a33a-06575f4f9a33 · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-11T11:24:29.149478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:29.149478Z digest=sha256:471ce5a03d9e86e8ef8b87b2d4737e557249d6d7cf34c462e9bc4856dc3268dd

Observation ee2d49f6-c981-4bec-8cf7-e2c915512f3b · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-11T11:24:29.153876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:29.153876Z digest=sha256:11aa1c95ef0a0832bd22914dc30574c45b7688a72e55c199319b6e1228e47e76

Observation 99e726c8-9d20-4ff6-b101-30dbb7eddc46 · outbound

This paper cites Confidence Threshold Neural Diving.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Confidence Threshold Neural Diving

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-11T11:24:29.158042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:29.158042Z digest=sha256:a3a045e50edd422540821db38f69368d491f684c975665b8dea6b097cfcc91f1

Observation ca064df6-189c-4171-9df8-4482da76468d · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:24:29.457423Z

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=arxiv_source observed=2026-08-11T11:24:29.162206Z digest=sha256:aa71f8a33747e208c20e276e854e321793ff00ad758b87ce7f4b2c331ed50154

Observation cd452ae0-24ae-4b29-883e-98256a0e4ff0 · outbound

This paper cites an unresolved cited work.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-11T11:24:29.437924Z

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=arxiv_source observed=2026-08-11T11:24:29.166238Z digest=sha256:99bad20a447e67e992914d524c890d2f779bc7c64f11d04ca28126ce108e7fc9

Observation 605535cc-6e04-4163-ab5f-33086a98eeec · outbound

This paper cites Deep Reinforcement Learning for Exact Combinatorial Optimization: Learning to Branch.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Deep Reinforcement Learning for Exact Combinatorial Optimization: Learning to Branch

Reference 57

Resolution
verified exact
local_arxiv, observed 2026-08-11T11:24:29.229893Z

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=arxiv_source observed=2026-08-11T11:24:29.170919Z digest=sha256:bb791b269995aac3c889972491b42a14371a128350591ad6e53537e512e8f76b

Observation cb480179-4cef-42fa-9a9b-48e0c5142c60 · outbound

This paper cites P.; et al.

SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch P.; et al

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-11T11:24:29.175535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T11:24:29.175535Z digest=sha256:4898813cb2b53d4bc2f7cedf92c4cc4a851ed0c88911eef9bf23f88f0711f769

Pith citing papers

No inbound Pith citation observations are available.