Paper Citation Record · LEDGER

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills

As of 13 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2604.05535.

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

pith.paper-citation-record.v1
2604.05535 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T20:14:12.715376Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

25 of 25 outbound references displayed

verified exact16
verified fuzzy4
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 03cfb254-c36f-4528-9aca-18897d059e21 · outbound

This paper cites ISBN 9781450355520.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills ISBN 9781450355520

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T20:15:46.253595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b67c5639-39a9-4e98-9e8e-e0bc36f9b3d5 · outbound

This paper cites Generating persuasive visual story- lines for promotional videos.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills Generating persuasive visual story- lines for promotional videos

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-10T20:15:46.246360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9739c7ac-80e2-4dcc-95e4-3d9b20d4f7ef · outbound

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

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills PressLight : Learning max pressure control to coordinate traffic signals in arterial network

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-10T20:15:46.297695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation befd996a-46dc-4a28-a9d1-90600aab50ed · outbound

This paper cites -Light : Programmatic interpretable reinforcement learning for resource-limited traffic signal control.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills -Light : Programmatic interpretable reinforcement learning for resource-limited traffic signal control

Reference 4

Resolution: verified exact; doi, observed 2026-05-10T20:15:46.318351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f855a15c-fa8e-4179-bdac-4902b01f311f · outbound

This paper cites doi: 10.1038/s41586-023-06924-6.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills doi: 10.1038/s41586-023-06924-6

Reference 5

Resolution: metadata mismatch; doi, observed 2026-05-10T20:15:46.307495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 61a6ae3b-b74f-4a5f-98dd-02cfdcddcf61 · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-10T22:05:49.085532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8c370a14-ec68-46fd-ad9e-a789bebfbbaa · outbound

This paper cites Self-Improving Language Models for Evolutionary Program Synthesis: A Case Study on ARC-AGI, March 2026.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills Self-Improving Language Models for Evolutionary Program Synthesis: A Case Study on ARC-AGI, March 2026

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:05:49.089265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f8ec4d91-d255-406b-a27c-9a9e05906ea5 · outbound

This paper cites Generating persuasive visual story- lines for promotional videos.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills Generating persuasive visual story- lines for promotional videos

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T20:15:46.325588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 936e392b-3714-473b-bfa7-8dda6583e850 · outbound

This paper cites Toward a thousand lights: Decentralized deep reinforcement learning for large-scale traffic signal control.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills Toward a thousand lights: Decentralized deep reinforcement learning for large-scale traffic signal control

Reference 9

Resolution: verified exact; doi, observed 2026-05-10T20:15:46.302359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b02252a4-7b4e-4324-ae7d-ab9a42693ecf · outbound

This paper cites FRAP : Learning phase competition for traffic signal control.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills FRAP : Learning phase competition for traffic signal control

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T02:00:30.704483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 87972fa0-12cb-41a8-8861-0426c59638cb · outbound

This paper cites MetaLight : Value-based meta-reinforcement learning for traffic signal control.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills MetaLight : Value-based meta-reinforcement learning for traffic signal control

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T02:00:30.701785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 58988d0f-d6f5-4bb7-b15d-25fe579c34c4 · outbound

This paper cites Verifiable reinforcement learning via policy extraction.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills Verifiable reinforcement learning via policy extraction

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T02:00:30.694439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9bd2d480-b3c5-4b8e-937d-80b5265630bb · outbound

This paper cites LLMLight: Large Language Models as Traffic Signal Control Agents.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills LLMLight: Large Language Models as Traffic Signal Control Agents

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:05:49.069966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 82487349-bee3-4e7d-b53e-21c9909a1c4c · outbound

This paper cites Traffic-r1: Reinforced llms bring human-like reasoning to traffic signal control systems.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills Traffic-r1: Reinforced llms bring human-like reasoning to traffic signal control systems

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:05:49.081678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 454937d2-583c-4c74-b36a-76f3fba93a44 · outbound

This paper cites SymLight : Exploring interpretable and deployable symbolic policies for traffic signal control.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills SymLight : Exploring interpretable and deployable symbolic policies for traffic signal control

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:05:49.093102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e3af8bab-c589-4cb3-95fb-e43f2a1b2bd1 · outbound

This paper cites Evolutionary discovery of heuristic policies for traffic signal control.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills Evolutionary discovery of heuristic policies for traffic signal control

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:05:49.073601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 144f9aff-208d-4aad-8174-9ef1ff67ad80 · outbound

This paper cites Transportation research part C: emerging technologies 25, 1–17.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills Transportation research part C: emerging technologies 25, 1–17

Reference 17

Resolution: verified exact; doi, observed 2026-05-10T20:15:46.274274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2be2f47d-7d6f-4e6e-ac4b-493c41ac6df1 · outbound

This paper cites Head, and Jun Ding.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills Head, and Jun Ding

Reference 18

Resolution: verified exact; doi, observed 2026-05-10T20:15:46.278167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bd89821a-68c6-49ad-9abe-d120b45d3f10 · outbound

This paper cites Person-based traffic responsive signal control optimization.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills Person-based traffic responsive signal control optimization

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-10T20:15:46.270177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f6a37b99-d8df-42e5-804c-e1af9d5ecaec · outbound

This paper cites Development and evaluation of a coordinated and conditional bus priority approach.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills Development and evaluation of a coordinated and conditional bus priority approach

Reference 20

Resolution: verified exact; doi, observed 2026-05-10T20:15:46.286939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 90d98606-5ea2-4da3-80ec-a43b5c92b619 · outbound

This paper cites an unresolved cited work.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-05-16T02:00:30.697090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation aab8ae81-6095-4f72-a39a-305902bcfcfc · outbound

This paper cites Max pressure control of a network of signalized inter- sections.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills Max pressure control of a network of signalized inter- sections

Reference 22

Resolution: verified exact; doi, observed 2026-05-10T20:15:46.261428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a5289de0-e1d9-4ec3-8e75-70ace82f608b · outbound

This paper cites an unresolved cited work.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-05-16T02:00:30.699401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b3ebdcbd-6be8-45e8-ae36-f45e36eab996 · outbound

This paper cites Microscopic Traffic Simulation using SUMO.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills Microscopic Traffic Simulation using SUMO

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-10T20:15:46.283566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 715f3158-d945-4573-8d71-ecaa8ed341e6 · outbound

This paper cites Stable-baselines3: Reliable reinforcement learning implementations.

SignalClaw: LLM-Guided Evolutionary Synthesis of Interpretable Traffic Signal Control Skills Stable-baselines3: Reliable reinforcement learning implementations

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-16T02:00:30.706921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.