Paper Citation Record · LEDGER

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach

As of 20 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2508.20102.

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

pith.paper-citation-record.v1
2508.20102 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:37:43.525483Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

28 of 28 outbound references displayed

verified exact0
verified fuzzy26
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ac41e7c1-3293-4053-9f42-0ca4ed8fb8e4 · outbound

This paper cites , author Harb, J.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Harb, J

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.845283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 778169fa-d8d7-4cad-9ee6-82b6d302617b · outbound

This paper cites , author Furth, P.G.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Furth, P.G

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.835452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1770f7b3-48a6-4cf5-a291-46863dc4b79c · outbound

This paper cites , author Wang, J.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Wang, J

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.825032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3b5cb023-29f2-4ab1-b60e-bd89e6aa907e · outbound

This paper cites , author Assman, S.F.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Assman, S.F

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.814214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6f8647a4-4844-4c43-b747-ecc505b6448b · outbound

This paper cites , author Wu, X.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Wu, X

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.802883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cbbb56f0-4485-47d6-b0bd-f13aa40aa6e1 · outbound

This paper cites A Closer Look at Invalid Action Masking in Policy Gradient Algorithms.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach A Closer Look at Invalid Action Masking in Policy Gradient Algorithms

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T17:37:43.440877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb08bdd3-7a74-4323-b2a6-70598ed298fc · outbound

This paper cites , author Kov \'a cs, P.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Kov \'a cs, P

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.791792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3abda277-39f8-4e00-b30b-521617bef6cf · outbound

This paper cites , author Yu, H.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Yu, H

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.782324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f434a1e1-4810-4f79-a954-6ef43b39f84f · outbound

This paper cites , author Liaw, R.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Liaw, R

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.771725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation df17ae48-9fbf-4a98-a5ae-454cf6042800 · outbound

This paper cites o tter \.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach o tter \

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.761585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 467a8388-3061-4cce-8060-1dba60bc055d · outbound

This paper cites , author Tian, X.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Tian, X

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.751448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4d1a68d1-6013-4604-8ccc-8fccf2e1b368 · outbound

This paper cites , author Xiao, J.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Xiao, J

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.740860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 26737af9-97f0-4267-8e68-1baafed8f620 · outbound

This paper cites , author Stephanopoulos, G.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Stephanopoulos, G

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.730771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation e29945a9-240d-42e3-b3ab-4e03e5db3d24 · outbound

This paper cites , author Naik, A.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Naik, A

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.721279Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f85d8f26-7209-4fd7-ba02-2edee4ae6aaa · outbound

This paper cites , author Subagdja, B.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Subagdja, B

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T17:37:43.478087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2f86af6-88bf-4d7b-b061-16d780c259b4 · outbound

This paper cites , author Wang, H.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Wang, H

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.706342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0a3399ad-dd3d-4b52-86e3-761ad5da8d29 · outbound

This paper cites , author Wang, Y.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Wang, Y

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.695976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d0d5155f-090d-4a1b-b433-be8f2247faa1 · outbound

This paper cites , author Godier, J.D.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Godier, J.D

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.684334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3a43aa2a-5818-4194-a7b4-a52d4682c020 · outbound

This paper cites , author Wang, Y.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Wang, Y

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.673480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation edd392c3-59ad-4d65-8dda-821b630706ff · outbound

This paper cites , author Zhao, L.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Zhao, L

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.662769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2e6a8b06-4f14-4099-bb88-4b703acf73f8 · outbound

This paper cites , year 2013.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , year 2013

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.652087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6c211ec4-e4cd-410c-bbdc-7a3d35f09d0b · outbound

This paper cites , author Usui, K.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Usui, K

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.641693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bd86c1d7-819f-4239-b890-a28c55524cbb · outbound

This paper cites , author Peng, X.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Peng, X

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.630559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 50bec360-dadc-4995-92cd-9fa6b0760728 · outbound

This paper cites , author Cao, J.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Cao, J

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.619224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 53e06d24-f1d4-4dc2-ab75-50473f199cf0 · outbound

This paper cites , author Xu, N.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Xu, N

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.607993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 69e59e43-153c-496c-bda8-d6c371e655f9 · outbound

This paper cites , author Zheng, G.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Zheng, G

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.597102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3a53ddd9-a58e-404c-abf1-9494ea817061 · outbound

This paper cites , author Liu, H.X.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Liu, H.X

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.584228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 75dd87cd-89da-4767-9605-d776e5140ec3 · outbound

This paper cites , author Barman, S.

A Hierarchical Signal Coordination and Control System Using a Hybrid Model-based and Reinforcement Learning Approach , author Barman, S

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:37:43.571772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.