Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T12:25:56.778384Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 0 inbound Pith citation observations for arXiv:2509.01607.
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 2026-08-05T12:25:56.778384Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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
19 of 19 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a3909692-2597-47fb-8666-9a58c688f572 · outbound
Reinforcement learning for graph theory, Parallelizing Wagner's approach Constructions in combinatorics via neural networks
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc876007-75a3-4c84-8453-e823ebe38bb2 · outbound
Reinforcement learning for graph theory, Parallelizing Wagner's approach Reinforcement learning for graph theory, I. Reimplementation of Wagner's approach
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33c28d1b-13e4-4bb3-98ed-46fd18941111 · outbound
Reinforcement learning for graph theory, Parallelizing Wagner's approach Variable neighborhood search for extremal vertices: The autographix-iii system,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f84bbd52-1152-40f4-9f91-03f6496f9525 · outbound
Reinforcement learning for graph theory, Parallelizing Wagner's approach Automated conjectures on upper bounds for the largest laplacian eigenvalue of graphs,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 525cbc72-2d57-47ce-8126-170c53935611 · outbound
Reinforcement learning for graph theory, Parallelizing Wagner's approach A nordhaus-gaddum type problem for the normalized laplacian spectrum and graph cheeger constant,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b6f7fced-8f3c-4fc6-9e20-7ff5335423b9 · outbound
Reinforcement learning for graph theory, Parallelizing Wagner's approach A survey of automated conjectures in spectral graph theory,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5e505a5f-b07f-46b5-8a7a-e637aab4946c · outbound
Reinforcement learning for graph theory, Parallelizing Wagner's approach Artificial intelligence and machine learning generated conjectures with TxGraffiti
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 56f0ed85-78f1-4849-be95-c0bc30bc5788 · outbound
Reinforcement learning for graph theory, Parallelizing Wagner's approach Reinforcement learning for graph theory, II. Small Ramsey numbers
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1434cae6-47a4-438b-ab46-b4d3b2dd099e · outbound
Reinforcement learning for graph theory, Parallelizing Wagner's approach Graph6java: A researcher–friendly java framework for testing conjectures in chemical graph theory,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 88426275-cd53-42f3-a9ec-023d6b0f7ca3 · outbound
Reinforcement learning for graph theory, Parallelizing Wagner's approach Tempestas ex machina: A review of machine learning methods for wavefront control,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation db0ad815-2438-4756-94a7-c89b71f23ed5 · outbound
Reinforcement learning for graph theory, Parallelizing Wagner's approach A tutorial on the cross-entropy method,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation acda165e-d4f6-4261-a28e-445dd6da99a7 · outbound
Reinforcement learning for graph theory, Parallelizing Wagner's approach A simple decentralized cross-entropy method,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 821f2573-e007-40a5-a84b-20cf38c03066 · outbound
Reinforcement learning for graph theory, Parallelizing Wagner's approach Adam: A Method for Stochastic Optimization
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1932ce59-bb62-474b-944c-f7d4c1f7e83e · outbound
Reinforcement learning for graph theory, Parallelizing Wagner's approach Gaussian Error Linear Units (GELUs)
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fdb10dc0-466c-4b6a-a1e5-a1e68251c4c5 · outbound
Reinforcement learning for graph theory, Parallelizing Wagner's approach Annealing adaptive search, cross-entropy, and stochastic approximation in global optimization,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 034e05ac-66d9-435a-8210-a453820be5f0 · outbound
Reinforcement learning for graph theory, Parallelizing Wagner's approach PatternBoost: Constructions in Mathematics with a Little Help from AI
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d4da545-7dd0-441a-99a4-570bd9ad8e1d · outbound
Reinforcement learning for graph theory, Parallelizing Wagner's approach Small ramsey numbers,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a73fddac-5036-4c2e-8efb-428fbab3df17 · outbound
Reinforcement learning for graph theory, Parallelizing Wagner's approach Action space shaping in deep reinforcement learning,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7fbc6af2-d0ce-41d2-8d59-58a1fbd5e6fe · outbound
Reinforcement learning for graph theory, Parallelizing Wagner's approach Population Based Training of Neural Networks
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.