Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T11:24:29.175535Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T11:24:29.175535Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
58 of 58 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation f8b99aaf-9081-4cca-98d0-0d9f3f107264 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch , " * write output.state after.block = add.period write newline
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5846d71-a2b6-4774-af43-d691add1406f · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch write newline
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da377faa-23a5-4806-b472-981352c94e13 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 3
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.
Observation d949ead1-9ad4-4371-bb3b-46f5a950f09d · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d997acc-97fc-4e30-8fda-b58b9b48faa7 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 5
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.
Observation 54b68296-5ac7-408d-9c19-6a85e2c080f4 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 6
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.
Observation 301dde61-135b-4efd-a011-521aaf77a0b3 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 7
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.
Observation 887e7ddc-012a-4ffe-b70e-8a9f78db3099 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch M.; Louveaux, Q.; and Wehenkel, L
Reference 8
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.
Observation 144c8334-eff9-4d8d-b00f-fb9630ff8edd · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 9
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.
Observation 9eef9565-5411-4332-886d-417af7087955 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 10
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.
Observation 95834f6b-4e33-4728-8788-e7f4f0ddb986 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch B.; Gleixner, A
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b6aae52d-6e2d-4dbd-b4a8-2a958d73fd42 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f08764b-fac0-4166-9b50-c8204d377f83 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27e001f0-e1a3-4e8f-90f0-a2c9e29486c5 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch T.; Jiang, H.; Krishnamoorthy, M.; and Sier, D
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23784c5c-b819-4077-9e1d-9eb85c27ec39 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 15
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.
Observation b4d22559-4d1e-4a94-bec4-c85fc87c1cbf · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 16
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.
Observation a9d2976b-68c0-4ffa-ada9-c6e658c8d51b · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 17
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.
Observation 22e8c4f3-4136-42b9-b69a-df5192631da4 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e759d5ce-b882-4784-bb00-a39875679d4d · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch B.; Kumar, M
Reference 19
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.
Observation 6086771c-55de-48cf-9d69-b643c5e43968 · outbound
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
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.
Observation 7c950993-abd2-4f80-a895-444b75adb61d · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dd33c3ec-8e70-4661-a39c-d9b6fc3a3e7d · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c46b7a3b-d0e7-422a-989f-036b5fea0954 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 23
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.
Observation 4cc37388-e65f-43d8-a904-6c8aea51dabc · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 24
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.
Observation 873e2724-8f60-493c-9d7c-7176f3cda7df · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e982727-5edd-4847-a851-223326815bbb · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 26
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.
Observation f58ffb66-fe5a-4739-9e8c-69f9e18497a8 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 27
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.
Observation e5ef481a-b549-430b-b01d-8f34767f0b23 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch B.; Bodic, P
Reference 28
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.
Observation f65706b4-beef-4b82-a8f3-c6849f125952 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch B.; Dilkina, B.; Nemhauser, G
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08fef80c-6771-4156-9908-c1d800076f98 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 30
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.
Observation 0b14da1d-ef77-4854-8252-b9dfe85f047f · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Offline Reinforcement Learning with Fisher Divergence Critic Regularization
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0486def3-9d2a-4cdc-b358-806c4a868145 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 32
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.
Observation 71f33aea-8dbd-49c4-b784-2ebb250c8796 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch H.; and Doig, A
Reference 33
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.
Observation eb0d4f99-05d9-4437-93e5-a45d493bc7a7 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4649a936-6e11-4ba7-b823-93efab6c55c5 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3483e466-e670-4bd9-b8fe-763ad8758f55 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 36
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.
Observation 180deb4c-2881-46bb-b245-60c6c0a5fec6 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Solving Mixed Integer Programs Using Neural Networks
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83943f90-c0a2-41d6-b6d6-889c180ab201 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 38
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.
Observation 368f2da3-2637-4fb8-9327-a6a8ef7ba573 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 39
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.
Observation af18344b-0565-4187-999b-73791133004f · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Learning To Dive In Branch And Bound
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3381aee-4480-465e-b5f4-1b2d15cce842 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch B.; Zarpellon, G.; Krause, A.; Charlin, L.; and Maddison, C
Reference 41
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.
Observation e9bd4954-0f69-4893-b205-f392566c8a3b · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch An Improved Reinforcement Learning Algorithm for Learning to Branch
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 794563c9-b6b3-4157-821e-7c246324fa2f · outbound
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
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.
Observation 0a6c6766-240f-497b-b436-17f71196c7e6 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Proximal Policy Optimization Algorithms
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 31c53491-ed96-4249-941d-e9c1e3e2d904 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 45
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.
Observation 9648ad6f-9379-45ff-8fa4-e47308ed143f · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Learning a Large Neighborhood Search Algorithm for Mixed Integer Programs
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5543a80f-520c-44fa-8646-a51d6ee9060f · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch TreeDQN: Sample-Efficient Off-Policy Reinforcement Learning for Combinatorial Optimization
Reference 47
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.
Observation 029aa0d6-f626-4651-9fa2-4b032400c228 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 48
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.
Observation c326207d-dd2f-4adc-ae58-4fc68e8961cc · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 49
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.
Observation 9685de51-562e-4fce-8b8a-ee0a4bb2306c · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch MLGO: a Machine Learning Guided Compiler Optimizations Framework
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b8635fdd-b815-4ec1-b8b2-5bd9a6b97301 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 51
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.
Observation ac23e030-083e-471b-a33a-06575f4f9a33 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee2d49f6-c981-4bec-8cf7-e2c915512f3b · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 99e726c8-9d20-4ff6-b101-30dbb7eddc46 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Confidence Threshold Neural Diving
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca064df6-189c-4171-9df8-4482da76468d · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 55
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.
Observation cd452ae0-24ae-4b29-883e-98256a0e4ff0 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Unresolved cited work
Reference 56
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.
Observation 605535cc-6e04-4163-ab5f-33086a98eeec · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch Deep Reinforcement Learning for Exact Combinatorial Optimization: Learning to Branch
Reference 57
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.
Observation cb480179-4cef-42fa-9a9b-48e0c5142c60 · outbound
SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch P.; et al
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.