Paper Citation Record · LEDGER

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability

As of 1 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 1 inbound Pith citation observation for arXiv:2602.07784.

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

pith.paper-citation-record.v1
2602.07784 v3

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-16T06:55:04.359438Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-01T06:32:01.292127+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T14:44:28.797978Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

30 of 30 outbound references displayed

verified exact2
verified fuzzy28
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5218b77b-ddae-4f5e-8347-6e13c6496b3e · outbound

This paper cites Review of road traffic control strategies.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability Review of road traffic control strategies

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.686545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation b3cf4c69-c526-4673-8ff8-6821e9e93f52 · outbound

This paper cites Traffic congestion and greenhouse gases.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability Traffic congestion and greenhouse gases

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.664742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation e38a7248-da3e-4d96-ad36-1efd5adcb62b · outbound

This paper cites Integration modeling framework for estimating mobile source emissions.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability Integration modeling framework for estimating mobile source emissions

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.699443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 171817f9-4834-46e5-84a9-30bc11f07faf · outbound

This paper cites Emission impacts of traffic signal control strategies: Field evaluation.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability Emission impacts of traffic signal control strategies: Field evaluation

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.667055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 4fdd2669-0093-4fff-809b-790f3f492411 · outbound

This paper cites Emission facts: Idling vehicle emissions.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability Emission facts: Idling vehicle emissions

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.674033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 1993b26d-6bde-4011-b1bf-ca3dac63e38c · outbound

This paper cites Near-roadway air quality: Synthesizing the findings from real-world data.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability Near-roadway air quality: Synthesizing the findings from real-world data

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.662078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation cfdc9986-77da-4506-847c-44ed75261a88 · outbound

This paper cites SCOOT— a traffic responsive method of coordinating signals.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability SCOOT— a traffic responsive method of coordinating signals

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.694506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 9c03e221-097a-4253-8437-7562920acf04 · outbound

This paper cites SCATS: The sydney coordinated adaptive traffic system.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability SCATS: The sydney coordinated adaptive traffic system

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.659615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation a2e3c500-a612-4452-9d36-aafd7d7b3544 · outbound

This paper cites A real-time traffic signal control system: Architecture, algorithms, and analysis.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability A real-time traffic signal control system: Architecture, algorithms, and analysis

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.708960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation fd89db2e-b3d2-4892-9c2a-d38736fbdac3 · outbound

This paper cites OPAC: A demand-responsive strategy for traffic signal control.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability OPAC: A demand-responsive strategy for traffic signal control

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.683903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 5d9132ee-bc64-48a4-9b81-453307347449 · outbound

This paper cites Max pressure control of a network of signalized intersections.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability Max pressure control of a network of signalized intersections

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.704094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation ac2635dd-00ca-46c0-8173-1f8cab98878a · outbound

This paper cites A multiagent approach to autonomous intersec- tion management.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability A multiagent approach to autonomous intersec- tion management

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.718882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation d4a035f4-bd6a-4e9d-a741-2cb6459f827e · outbound

This paper cites PressLight: Learning max pressure control to coordinate traffic signals in arterial network.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability PressLight: Learning max pressure control to coordinate traffic signals in arterial network

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.711691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation f4bb4faf-48d6-485b-b89f-45fc24804623 · outbound

This paper cites Expert-level control of traffic signals.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability Expert-level control of traffic signals

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.696954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation aa126e54-638a-4625-84ee-557e4f71c1e1 · outbound

This paper cites Looking at vehicles on the road: A survey of vision-based vehicle detection, tracking, and behavior analysis.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability Looking at vehicles on the road: A survey of vision-based vehicle detection, tracking, and behavior analysis

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.692006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 56f13e9d-cab3-462e-adeb-681bcdb525d7 · outbound

This paper cites Real-time vehicle detection and tracking for vision-based traffic monitoring.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability Real-time vehicle detection and tracking for vision-based traffic monitoring

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.689259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 485b924a-944d-43bc-a4d2-3b0bee632105 · outbound

This paper cites A survey of video pro- cessing techniques for traffic applications.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability A survey of video pro- cessing techniques for traffic applications

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.716469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 2515a0fa-eaea-4005-871e-a5d24a56fb96 · outbound

This paper cites Policy invariance under reward transformations: Theory and application to reward shaping.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability Policy invariance under reward transformations: Theory and application to reward shaping

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.681415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 138d3864-3099-4eb1-89ad-68240715f618 · outbound

This paper cites Safe and Psychologically Pleasant Traffic Signal Control with Reinforcement Learning using Action Masking.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability Safe and Psychologically Pleasant Traffic Signal Control with Reinforcement Learning using Action Masking

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-16T06:57:29.121280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 7b80bf2f-51a9-4c2b-941a-4420a62310da · outbound

This paper cites Constrained reinforcement learning for traffic signal control.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability Constrained reinforcement learning for traffic signal control

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.657005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation ce1e27ff-4bb1-46a6-9a4c-c74ade4e5324 · outbound

This paper cites Adaptive traffic control systems: Domestic and foreign state of practice.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability Adaptive traffic control systems: Domestic and foreign state of practice

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.678956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation e6b9f8c7-b185-4e15-945d-91dc5f525637 · outbound

This paper cites CityFlow: A multi-agent reinforce- ment learning environment for large scale city traffic scenario.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability CityFlow: A multi-agent reinforce- ment learning environment for large scale city traffic scenario

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.676472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 833e951a-4017-4f12-b930-2ae074cd5a7c · outbound

This paper cites Planning and acting in partially observable stochastic domains.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability Planning and acting in partially observable stochastic domains

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.669220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation fb2ebfe7-022a-460b-afc6-23df2f167458 · outbound

This paper cites Thrun, W.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability Thrun, W

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.654254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation d4603d3b-2855-4811-bf4c-8bd8e8dd1001 · outbound

This paper cites Concrete Problems in AI Safety.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability Concrete Problems in AI Safety

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-05-16T06:57:29.124822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation cef2384b-e0f8-4e3f-ae3d-617447ff76a8 · outbound

This paper cites Learning an interpretable traffic signal control policy.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability Learning an interpretable traffic signal control policy

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.671645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation 82851f75-2e55-42ec-8f86-64294f5e3b43 · outbound

This paper cites Traffic signal timing manual.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability Traffic signal timing manual

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.720960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation f4c64fee-bf1e-4fee-9614-734652375b21 · outbound

This paper cites The problem of the amber signal light in traffic flow.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability The problem of the amber signal light in traffic flow

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.701985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation e7b1502a-213b-4cbc-8775-b3e1a710375e · outbound

This paper cites A review of the yellow interval dilemma.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability A review of the yellow interval dilemma

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.706728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Observation fee75466-3a83-47ec-ae25-b55c27a6db3e · outbound

This paper cites Microscopic traffic simulation using SUMO.

UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability Microscopic traffic simulation using SUMO

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T06:57:29.713898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-01T06:32:01.292127+00:00.

Pith citing papers

Observation 965cc550-fbed-4743-8b62-3ff1c182eec9 · inbound

A Distributionally Robust Multi-agent Reinforcement Learning Framework for Intelligent Intersection Control cites this paper.

A Distributionally Robust Multi-agent Reinforcement Learning Framework for Intelligent Intersection Control UCATSC: Uncertainty-Aware Constrained Traffic Signal Control Under Vision-Based Partial Observability

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-14T14:44:28.797978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.