Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T11:13:39.717755Z
Paper Citation Record · LEDGER
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control
As of 20 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2412.15703.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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
Reference resolution
36 of 36 outbound references displayed
- verified exact3
- verified fuzzy4
- unresolved26
- parse uncertain0
- malformed identifier2
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a18bb721-75d1-4148-a5d2-8c3aa6587292 · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:13:40.622959Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d9575b30-3bff-45ee-af57-dc1468a9e1de · outbound
This paper cites Alegre, Ana L.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Alegre, Ana L
Reference 2
- Resolution
- verified exact
- doi, observed 2026-08-11T11:13:39.828069Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 892374d0-db4d-4b8d-8aa4-da045c89218c · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:13:40.610209Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3e6c2d31-4bbc-4b39-bd16-03b29dacb0cd · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:13:39.569111Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5ae2fa8-d8b7-44ed-98bf-b3ec987db40d · outbound
This paper cites Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Is Independent Learning All You Need in the StarCraft Multi-Agent Challenge?
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:13:39.573209Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a074f73-4a44-45e2-a68c-8dcdbc84b853 · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 6
- Resolution
- malformed identifier
- doi_truncated, observed 2026-08-11T11:13:39.803067Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ab6ecc82-0381-4802-a058-a49ea936917d · outbound
This paper cites Self-Organizing Traffic Lights.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Self-Organizing Traffic Lights
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:13:39.583414Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d381f851-527b-4919-9ff6-31b8d6c75fc8 · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:13:39.588237Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4bc0948d-7479-4120-8022-d5df6f4bd4ce · outbound
This paper cites GuideLight: "Industrial Solution" Guidance for More Practical Traffic Signal Control Agents.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control GuideLight: "Industrial Solution" Guidance for More Practical Traffic Signal Control Agents
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-08-11T11:13:40.367601Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 0f30cd81-52ad-41a1-9815-c8c2d3b0ae7d · outbound
This paper cites Auto-Encoding Variational Bayes.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Auto-Encoding Variational Bayes
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:13:39.598443Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2a8cacc-72c0-4b1d-b775-de3f5e7fe426 · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:13:40.594083Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fab58a53-a5ab-42e2-a152-bb60686fd170 · outbound
This paper cites Temporal Convolutional Networks: A Unified Approach to Action Segmentation.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Temporal Convolutional Networks: A Unified Approach to Action Segmentation
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:13:39.607496Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3e722fb-fc15-4bbc-af47-d6a8822a98dd · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:13:40.578336Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 97b9d35a-ec3d-4e87-acf6-4f2fd92769bd · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:13:39.618355Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59cb3fcf-6509-41c4-a71f-1b24086a8b41 · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:13:40.552845Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 07d68882-ae6d-48b1-8eba-013ee93673e5 · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:13:40.522572Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 94b594c5-4036-432a-9379-8abc17d479bc · outbound
This paper cites Playing Atari with Deep Reinforcement Learning.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Playing Atari with Deep Reinforcement Learning
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:13:39.636858Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e981fcef-5b78-4f28-8c79-d0dec5d3d4ff · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:13:39.641333Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4cfa082b-174d-4cfb-84c5-fd26bccb8674 · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:13:39.649365Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07e19617-21b6-469b-8cec-b2e11d285fda · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:13:40.472086Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 506b9026-664b-4c80-9d6a-606648cc0133 · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 21
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-11T11:13:39.666409Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e9a16df2-a321-44e7-9697-cc1a45e9cadb · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:13:39.671830Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97db97cd-57da-4751-8d64-c9b1817a389d · outbound
This paper cites Sutton, David McAllester, Satinder Singh, and Yishay Mansour.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Sutton, David McAllester, Satinder Singh, and Yishay Mansour
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:13:40.427318Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b9761e86-809a-44d5-b464-39a32a9a9947 · outbound
This paper cites In Proceedings of the 36th International Conference on Neural Information Processing Systems (New Orleans, LA, USA) (NIPS ’22).
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control In Proceedings of the 36th International Conference on Neural Information Processing Systems (New Orleans, LA, USA) (NIPS ’22)
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:13:40.457575Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2c9a0357-21c1-4c4a-9294-640a49cb7c54 · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:13:39.684956Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61db3abe-45f6-4619-b84e-988aef855b4a · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 26
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-11T11:13:40.217732Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cbfdcaa8-47ad-4c25-8c43-e2d071670249 · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:13:39.693227Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 965aeeea-84ca-4a46-8e55-4bb10a1e5c19 · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 28
- Resolution
- verified exact
- doi, observed 2026-08-11T11:13:39.776715Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ebe8441a-829d-45da-92d5-7d47da73a575 · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:13:39.703437Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23473950-5aa1-4cd8-bde7-f2800bea8dd8 · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:13:39.708300Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 218511b5-e0ce-41a6-88a7-92fb09d8c904 · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T11:13:40.404690Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation acc24b2b-6c41-4f3c-854a-30586025ac1c · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:13:39.698155Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54b88d91-b287-444d-b6b5-463643882245 · outbound
This paper cites an unresolved cited work.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Unresolved cited work
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:13:39.717755Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e6ae97a-97fc-4f4f-a39a-0deedcc441b3 · outbound
This paper cites Proximal Policy Optimization Algorithms.
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control Proximal Policy Optimization Algorithms
Reference 2017
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T11:13:39.653412Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 515d67be-fa19-4386-8ea4-3d438483f89f · outbound
This paper cites In Proceedings of the 34th International Conference on Neural Information Processing Systems (Vancouver, BC, Canada)(NIPS ’20).
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control In Proceedings of the 34th International Conference on Neural Information Processing Systems (Vancouver, BC, Canada)(NIPS ’20)
Reference 2020
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:13:40.502285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4ef8368f-2647-460e-8daf-3c29afd913ea · outbound
This paper cites In Proceedings of the 23rd International Confer- ence on Autonomous Agents and Multiagent Systems (Auckland, New Zealand) (AAMAS ’24).
MacLight: Multi-scene Aggregation Convolutional Learning for Traffic Signal Control In Proceedings of the 23rd International Confer- ence on Autonomous Agents and Multiagent Systems (Auckland, New Zealand) (AAMAS ’24)
Reference 2024
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T11:13:40.537886Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Pith citing papers
No inbound Pith citation observations are available.