Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2503.11739.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:47:17.318918Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T13:35:46.005236Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 534d8ca3-9355-478c-be5e-d2617d2ce9cb · inbound
USTBench: Benchmarking and Dissecting Spatiotemporal Reasoning of LLMs as Urban Agents cites this paper.
USTBench: Benchmarking and Dissecting Spatiotemporal Reasoning of LLMs as Urban Agents CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:47:17.318918Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation edc6acd3-18be-4604-a889-39a0d0e2e9bd · inbound
SUMO-MCP: Leveraging the Model Context Protocol for Autonomous Traffic Simulation and Optimization cites this paper.
SUMO-MCP: Leveraging the Model Context Protocol for Autonomous Traffic Simulation and Optimization CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:03:25.321264Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18260400-d953-4f72-8483-061ee465381b · inbound
Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications cites this paper.
Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control
Reference 216
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T21:07:11.424971Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f420a7d-2808-4779-b4b4-bec09ae713a8 · inbound
CuraLight: Debate-Guided Data Curation for LLM-Centered Traffic Signal Control cites this paper.
CuraLight: Debate-Guided Data Curation for LLM-Centered Traffic Signal Control CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T23:10:53.685155Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 81784644-087f-445a-bbc7-a0e4e1b8c0f4 · inbound
TrafficClaw: A Generalizable LLM Agent in the Unified Physical Environment for Urban Traffic Control cites this paper.
TrafficClaw: A Generalizable LLM Agent in the Unified Physical Environment for Urban Traffic Control CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T05:51:10.166518Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 22be86e4-f2af-4dd5-a497-cbb717c22434 · inbound
Earth Science Foundation Models: From Perception to Reasoning and Discovery cites this paper.
Earth Science Foundation Models: From Perception to Reasoning and Discovery CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control
Reference 240
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T22:08:03.207339Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3333af98-0693-432e-b256-3c7726dcf3fa · inbound
Earth Science Foundation Models: From Perception to Reasoning and Discovery cites this paper.
Earth Science Foundation Models: From Perception to Reasoning and Discovery CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control
Reference 240
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T13:35:46.007062Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c28ddb9d-af9b-43c8-9ce1-038d9e300cf7 · inbound
ReasonLight: A Multimodal Foundation Model-Enhanced Reinforcement Learning Framework for Zero-Shot Traffic Signal Control cites this paper.
ReasonLight: A Multimodal Foundation Model-Enhanced Reinforcement Learning Framework for Zero-Shot Traffic Signal Control CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-06-29T07:33:13.324871Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.