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Paper Citation Record · LEDGER

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy

As of 8 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2508.16090.

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

pith.paper-citation-record.v1
2508.16090 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:36:57.778091Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

61 of 61 outbound references displayed

  • verified exact3
  • verified fuzzy46
  • unresolved11
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 52fa2085-cc97-4a13-b9cd-00ba48b6b83c · outbound

This paper cites Combining traffic assignment and traffic signal control for online traffic flow optimization,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Combining traffic assignment and traffic signal control for online traffic flow optimization,

Reference 1

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation dbc6a70b-8805-437e-8388-5583a9f063dc · outbound

This paper cites Lowrie, Roads, and T.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Lowrie, Roads, and T

Reference 2

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:52.414856Z digest=sha256:31000caaf1c82680fc9874940c2acd344da4474a583cae13dada439df5afe07b

Observation 12473568-4604-4c0a-9161-38476b1f4403 · outbound

This paper cites Deep learning,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Deep learning,

Reference 3

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Unavailable: canonical work link unavailable.

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Observation e54b49e8-5d1b-4bc9-899e-0a8230863a93 · outbound

This paper cites Sur- vey on the internet of vehicles: Network architectures and applications,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Sur- vey on the internet of vehicles: Network architectures and applications,

Reference 4

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation b09a57c8-8c7e-4427-bad7-1e7943160713 · outbound

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

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Toward a thousand lights: Decentralized deep reinforcement learning for large-scale traffic signal control,

Reference 5

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source=pdf_text observed=2026-08-05T17:36:52.792583Z digest=sha256:fb7e67f969aa3ea324b77630e1b87d8e127398f3cf7a7283242f321b369da9ac

Observation 16f620f7-26ac-4e7e-b13b-ddb2a56dfeca · outbound

This paper cites Colight: Learning network-level cooperation for traffic signal control,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Colight: Learning network-level cooperation for traffic signal control,

Reference 6

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Observation d9ceb224-f798-42e5-8dc3-217fa8fb2639 · outbound

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

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Presslight: Learning max pressure control to coordinate traffic signals in arterial network,

Reference 7

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:53.048281Z digest=sha256:31e1d136c89ab347ced77e64df2321da78023e8d0f7df3359028f1fda2b20141

Observation f919419d-e82d-4573-8177-f87f8dc47bc0 · outbound

This paper cites Deep reinforcement learning for intelligent transportation systems: A survey,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Deep reinforcement learning for intelligent transportation systems: A survey,

Reference 8

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source=pdf_text observed=2026-08-05T17:36:53.163406Z digest=sha256:c042a2359a93cd8796b5def282dfe47688f2573e837fdd848b75dc5d44ea134a

Observation f305a4a6-4972-4115-b611-ad80f1e9c0ef · outbound

This paper cites Reward Design with Language Models.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Reward Design with Language Models

Reference 9

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source=pdf_text observed=2026-08-05T17:36:53.242484Z digest=sha256:3ea4db2aa1da47ace0bf69ac645e37bddd6796958066bfc093465a0d8ca9a3e2

Observation 21294e82-c294-4ba1-b0f5-c756a749896b · outbound

This paper cites Inverse reward design,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Inverse reward design,

Reference 10

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source=pdf_text observed=2026-08-05T17:36:53.349310Z digest=sha256:d4a8e98c91f0bf361ca1ea14b00d9ddd4507a7d17a87ade66dc7c8d2e6c9dff1

Observation c5a0755f-b723-45d0-b03d-f3d230746b35 · outbound

This paper cites Evolution Strategies as a Scalable Alternative to Reinforcement Learning.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Evolution Strategies as a Scalable Alternative to Reinforcement Learning

Reference 11

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source=pdf_text observed=2026-08-05T17:36:53.471441Z digest=sha256:cd9320f2133dd70d31c19b253f556ac649beb3a54b01731e53930782341f1996

Observation 82fbcbbd-9a30-4c34-9384-a876778abbbf · outbound

This paper cites Explainable artificial intelligence (xai): What we know and what is left to attain trustworthy artificial intelligence,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Explainable artificial intelligence (xai): What we know and what is left to attain trustworthy artificial intelligence,

Reference 12

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source=pdf_text observed=2026-08-05T17:36:53.549625Z digest=sha256:19125706ef1249bd996af720ddccce3dc5b5d0a7f93d344a5ee2764e4ddb6177

Observation 893f846b-f5e3-4a09-a5fd-f86414be153b · outbound

This paper cites Interpretation of neural networks is fragile,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Interpretation of neural networks is fragile,

Reference 13

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Observation 2dd19d85-8d60-48ad-b94c-eff5b87f415f · outbound

This paper cites Extracting decision tree from trained deep reinforcement learning in traffic signal control,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Extracting decision tree from trained deep reinforcement learning in traffic signal control,

Reference 14

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:53.734770Z digest=sha256:fb3b365458bc5b239b1523c2b8582b20777c96971831ec79cc8ff7e6546d58bd

Observation 84208fc3-10b1-4ed5-be3e-a340b2586db6 · outbound

This paper cites ’why did you do that?’ explainable intelligent robots,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy ’why did you do that?’ explainable intelligent robots,

Reference 15

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:53.848394Z digest=sha256:27615f86a1fc0dce2c3d6830b1ceae0b85d7dcc6cd5181704f64d8e448637bc8

Observation 7bdad0c5-0b1d-4fd2-a34b-ca5d421cc4e4 · outbound

This paper cites Explainable artifi- cial intelligence by genetic programming: A survey,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Explainable artifi- cial intelligence by genetic programming: A survey,

Reference 16

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 996affbf-6edb-43c8-8ea9-d5a92699ed29 · outbound

This paper cites Genetic programming as a means for programming comput- ers by natural selection,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Genetic programming as a means for programming comput- ers by natural selection,

Reference 17

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Observation 25605330-07cb-4e41-b71a-e5aaa5c5e3cb · outbound

This paper cites Learning traffic signal control via genetic programming,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Learning traffic signal control via genetic programming,

Reference 18

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Observation ab9e89f0-39e3-4928-92d6-b20a77048314 · outbound

This paper cites Diagnosing Reinforcement Learning for Traffic Signal Control.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Diagnosing Reinforcement Learning for Traffic Signal Control

Reference 19

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local_arxiv, observed 2026-08-05T17:36:58.456296Z

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source=pdf_text observed=2026-08-05T17:36:54.160658Z digest=sha256:4d430c85f758f4bb470eec346fe91ac891887ee042848e1657b589d67b9c486c

Observation 9ec3e269-1b4c-49a4-a09a-1b3358b939da · outbound

This paper cites Intellilight: A reinforcement learning approach for intelligent traffic light control,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Intellilight: A reinforcement learning approach for intelligent traffic light control,

Reference 20

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:36:54.220852Z digest=sha256:83435f56cfc65f37d7354344795f2360b36591dccedf9e6709087e9bc8295fb6

Observation e391e2b0-3e73-4814-a299-fb7adc28dec6 · outbound

This paper cites Learning phase competition for traffic signal control,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Learning phase competition for traffic signal control,

Reference 21

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:54.295840Z digest=sha256:88f4e07665e42b9edc22274760f34566f587053ae92b1e9106596bbb3205ba00

Observation 4709c714-7c58-4151-af51-f98a7396a43f · outbound

This paper cites Traffic signal settings,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Traffic signal settings,

Reference 22

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source=pdf_text observed=2026-08-05T17:36:54.371668Z digest=sha256:c1df92d860274409b6bbebf7883546be4f714e95d1aa00db9caa52a90950f2bb

Observation a6ce7044-8f7c-4e38-8574-b440d88658cc · outbound

This paper cites Efficient Pressure: Improving efficiency for signalized intersections.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Efficient Pressure: Improving efficiency for signalized intersections

Reference 23

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:36:54.486512Z digest=sha256:4a0c2409d3e587655c111cdaaf7d24754a59c4bf8a7642acaa9c6838c4f60053

Observation fac49873-6f14-46d1-bfe8-bdef86a4462a · outbound

This paper cites Vissim: A microscopic simulation tool to evaluate actuated signal control including bus priority,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Vissim: A microscopic simulation tool to evaluate actuated signal control including bus priority,

Reference 24

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 5fa6f385-264e-4a43-b79f-a59bac06c57b · outbound

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

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy A real-time traffic signal control system: architecture, algorithms, and analysis,

Reference 25

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:54.644091Z digest=sha256:034895fa8dd34bf2f8263b97e5c1ecddb381e6791a05bf01a5d66a7961e28390

Observation 673a1379-b03c-419e-a8b1-a25bfab86143 · outbound

This paper cites Traffic signal timing manual.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Traffic signal timing manual

Reference 26

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation 4fdb00d4-e048-40bd-a099-4661a45bdb66 · outbound

This paper cites The scoot on-line traffic signal optimisation technique,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy The scoot on-line traffic signal optimisation technique,

Reference 27

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:36:54.779796Z digest=sha256:4eef14a00b36898e6d820ab013f093eb7608cd96bc422a28194752c66b401bcd

Observation c1fde1eb-0ed1-4b60-8da4-59188ef67f22 · outbound

This paper cites Automatic design of optimal actuated traffic signal plans with active transit priority,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Automatic design of optimal actuated traffic signal plans with active transit priority,

Reference 28

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raw_fallback, observed 2026-08-05T17:37:03.771661Z

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:54.874731Z digest=sha256:8cc7a46d25bd5176165a13933cc8713f53756aa01ed770b9bbce3d2c5387d46d

Observation 5cda06a9-4844-4f87-af96-dd82813a7f8c · outbound

This paper cites Traffic signals,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Traffic signals,

Reference 29

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

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Observation b7720d2a-bea6-4657-b718-0c2f172a250d · outbound

This paper cites an unresolved cited work.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Unresolved cited work

Reference 30

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No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:55.033993Z digest=sha256:41feae98ded13c058e99bf14083d3adc4f03144d7d79321b8f94c85c5e8623d2

Observation 6dc1509d-98c0-4939-8f7f-788c13b08ce9 · outbound

This paper cites Signal multiobjective optimization for urban traffic network,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Signal multiobjective optimization for urban traffic network,

Reference 31

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raw_fallback, observed 2026-08-05T17:37:02.909614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:55.109368Z digest=sha256:3f2ad7bcade6d9d9d7b9104f1a657b0d86d0ae832ef2914627960f4131dd98a8

Observation 7d99a931-7bff-4ce3-b890-06547e906bbb · outbound

This paper cites Novel traffic signal timing adjustment strategy based on genetic algorithm,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Novel traffic signal timing adjustment strategy based on genetic algorithm,

Reference 32

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raw_fallback, observed 2026-08-05T17:37:02.624888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:55.192899Z digest=sha256:6b8da88eaa81077a15677226cd4c2fea8cfced8bf3d7e6f0f33c3fcd38b47988

Observation 6edc724e-b13e-437d-86d1-aab11b59516c · outbound

This paper cites Multi-objective optimization of urban road intersection signal timing based on particle swarm optimization algorithm,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Multi-objective optimization of urban road intersection signal timing based on particle swarm optimization algorithm,

Reference 33

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doi, observed 2026-08-05T17:36:58.255361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:55.296787Z digest=sha256:8ac4bb5c13f5a49d8b5e817df08f7650bfd2e24da48a63e8bc5dcb11be5cf5db

Observation 96c886be-8aa1-41a3-8be4-4e719345cea8 · outbound

This paper cites Evolvable traffic signal control for intersection congestion alleviation with enhanced particle swarm optimisation,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Evolvable traffic signal control for intersection congestion alleviation with enhanced particle swarm optimisation,

Reference 34

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raw_fallback, observed 2026-08-05T17:37:02.353588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:55.389586Z digest=sha256:5c4d31e58cb109de6e18164de588b39f68282904fa80ba02bb83a8f3ab01fed8

Observation 57e178b4-5935-42e8-9e06-a75f3b840d96 · outbound

This paper cites A differential evolution algorithm-based traffic control model for signalized intersections,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy A differential evolution algorithm-based traffic control model for signalized intersections,

Reference 35

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raw_fallback, observed 2026-08-05T17:37:02.105962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:55.471513Z digest=sha256:94ba3c779b111739389741dc3fb2925d9341fbb9abf5b4d45787bfedaf7aad72

Observation 3086c1f0-d4dc-4cb1-a43c-21b4481ad3c3 · outbound

This paper cites A multiobjective bilevel programming model for environ- mentally friendly traffic signal timings,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy A multiobjective bilevel programming model for environ- mentally friendly traffic signal timings,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:37:01.866891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:55.541376Z digest=sha256:bfa3f8332fca8b02aa9fe499eb5ac627b1f0ff937dfb79d77ea82ef74c1bdbed

Observation 7ea596fe-ef14-4c73-adae-89053f860ff9 · outbound

This paper cites Ant colony optimization approach for optimizing traffic signal timings,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Ant colony optimization approach for optimizing traffic signal timings,

Reference 37

Resolution
malformed identifier
doi_truncated, observed 2026-08-05T17:36:58.097576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:55.613725Z digest=sha256:d36649e4d23d7c87560ff099a280a1ddd074bef446e8d2915cc28961387396ed

Observation 7cb2454f-9caa-408e-8b61-7a6ba8ebd1c1 · outbound

This paper cites Traffic signal optimization using ant colony algorithm,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Traffic signal optimization using ant colony algorithm,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:37:01.582053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:55.697081Z digest=sha256:8386bf7bcbb38622ac2736ecc7a823bd1be6e07caae665045f693aa8510cd786

Observation 36058a36-2b11-45fa-a548-bfe2386d6719 · outbound

This paper cites The max-pressure controller for arbitrary networks of signalized intersections,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy The max-pressure controller for arbitrary networks of signalized intersections,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:37:01.454257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:55.790770Z digest=sha256:36e145b50476b92ea9bba5a6a6cd18bf5271a7f41491029cd098aae5fed8fdc0

Observation 7851345e-598d-4bf5-ae65-d14d2feb5b25 · outbound

This paper cites Safelight: A rein- forcement learning method toward collision-free traffic signal control,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Safelight: A rein- forcement learning method toward collision-free traffic signal control,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:37:01.331338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:55.887557Z digest=sha256:f353bf86229864ef52b85259a40e32dc184d5d390c69515953c70b68c13ab9fb

Observation 111122db-28c6-422e-acd6-7bc13255f6a1 · outbound

This paper cites Reinforcement learning with function approximation for traffic signal control,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Reinforcement learning with function approximation for traffic signal control,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:37:01.129825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:55.947065Z digest=sha256:1e88e8f8a5017edbbdb1265b9399879392fe901bc60aab73093dbbb3094bfd7c

Observation 6f7e1008-e092-42d4-a986-01bcca2b0abd · outbound

This paper cites Multiagent rein- forcement learning for urban traffic control using coordination graphs,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Multiagent rein- forcement learning for urban traffic control using coordination graphs,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:37:00.990069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:56.054203Z digest=sha256:bbe11e6b901fff99f7a64c8ba3dbf4c1b909273ce94fe731b819ad627a90cf9e

Observation 51120be0-5074-4efd-86ee-3a43723b44a8 · outbound

This paper cites Coordinated deep reinforcement learners for traffic light control,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Coordinated deep reinforcement learners for traffic light control,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:37:00.818870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:56.149458Z digest=sha256:1c2a387be649852cfb28d3b1fa97b5ede7d4391ce3e841de748fae4f459f6cc9

Observation e15387db-8ef7-42bd-8b61-ed1f2fcfc23c · outbound

This paper cites Multi-agent reinforcement learning for traffic light control,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Multi-agent reinforcement learning for traffic light control,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:37:00.701132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:56.255937Z digest=sha256:e4f036dbf99126acee61014358046e0374bf9c5a0e137f80191b0df525cdc643

Observation d124a37f-56d0-4ad0-b7a0-4cbb5eba8e84 · outbound

This paper cites Learning heuristics with different rep- resentations for stochastic routing,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Learning heuristics with different rep- resentations for stochastic routing,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:37:00.526588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:56.382860Z digest=sha256:669f96d8e89027ab9264ccbc8ebc3c99bf00ac0f433f3b7e13e610dd3315b05e

Observation b0b74bb7-1236-4cc2-afd8-323e7a50b6c6 · outbound

This paper cites Survey on genetic programming and machine learning techniques for heuristic design in job shop scheduling,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Survey on genetic programming and machine learning techniques for heuristic design in job shop scheduling,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:37:00.376592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:56.460188Z digest=sha256:b7f2152b970f37eb39aadab36dc6a603fdafc5c72e68bf1c9b0f71c006278b43

Observation 1ae907cb-4260-492a-a358-9b461b3fae0b · outbound

This paper cites Zhang, S.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Zhang, S

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:37:00.200707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:56.552704Z digest=sha256:218f637089bac4ac8dd04bb8773518657297e113d9e0233b31179dd7ada0e61a

Observation 575da7e1-054e-4f1b-b5bf-71cb63910f5b · outbound

This paper cites Genetic programming for production scheduling: a survey with a unified framework,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Genetic programming for production scheduling: a survey with a unified framework,

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-05T17:36:56.650877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:36:56.650877Z digest=sha256:8eee9373cd3d0fd43500ffe6478dbc7962601a87003116388dd8079ed3fe5adc

Observation 7c792643-e68a-476c-a442-d213c42b5285 · outbound

This paper cites Niching genetic programming to learn actions for deep reinforcement learning in dynamic flexible scheduling,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Niching genetic programming to learn actions for deep reinforcement learning in dynamic flexible scheduling,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:37:00.032837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:56.749624Z digest=sha256:8beecc620e1ac1434b46e4ee8a179167504fc3a8c059eb7cf4447bda7d2fec33

Observation 246d4544-2133-467b-9979-d3eeee21761a · outbound

This paper cites Genetic programming and reinforcement learning on learning heuristics for dynamic scheduling: A preliminary comparison,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Genetic programming and reinforcement learning on learning heuristics for dynamic scheduling: A preliminary comparison,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:36:59.826202Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:56.835989Z digest=sha256:161b1d7bf6c90f48a0e0aad28841d0ba67b3f5dbcdbcede2888e914d74b31951

Observation 6c2bd764-fa38-46d5-9cfb-db2140750491 · outbound

This paper cites A genetic programming approach for the traffic signal control problem with epigenetic modifications,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy A genetic programming approach for the traffic signal control problem with epigenetic modifications,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:36:59.651534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:56.913811Z digest=sha256:0762a7be266a18300137ae0ffc6338e9f71aebfcf6cebc73fc4324cf7e8e278f

Observation ed26cbcf-34b4-4232-b636-4d71e0fd4971 · outbound

This paper cites Evolving adaptive traffic signal controllers for a real scenario using genetic programming with an epigenetic mechanism,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Evolving adaptive traffic signal controllers for a real scenario using genetic programming with an epigenetic mechanism,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:36:59.483852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:56.991188Z digest=sha256:5397ba7ac22a001eb2038c65201491875533c46c8923271cfe9afc39691296d4

Observation 18eaa3fb-c72d-4981-b852-cebb6e2d436d · outbound

This paper cites A survey and comparison of tree generation algorithms,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy A survey and comparison of tree generation algorithms,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:36:59.318707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:57.085729Z digest=sha256:0d4226b4b6dc3a4df7306ebc187b4d2f49cc2779961256b4f3499e9d420270e4

Observation 647d7605-9466-495a-b74e-96f952b64c9c · outbound

This paper cites Expression might be enough: Representing pressure and demand for reinforcement learning based traffic signal control,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Expression might be enough: Representing pressure and demand for reinforcement learning based traffic signal control,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:36:59.171336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:57.180090Z digest=sha256:c5e45e6f478b30615a1c995e15f034c29ae59c7da6bd0a68d0c3309837619100

Observation 4852d1ba-70a2-4edd-b7e1-e936798b8f36 · outbound

This paper cites Towards scalable dynamic traffic assignment with streaming agents: A decentralized control approach using genetic programming,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Towards scalable dynamic traffic assignment with streaming agents: A decentralized control approach using genetic programming,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:36:59.037850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:57.273074Z digest=sha256:c87b3e732ee5503a437880c225a2212c89f0ad48120ee35523cf1309cee6a04c

Observation 93aec3b9-922a-467f-86d2-d7780f4b5560 · outbound

This paper cites Learning to communicate among agents for large-scale dynamic path planning with genetic programming hyperheuristic,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Learning to communicate among agents for large-scale dynamic path planning with genetic programming hyperheuristic,

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:36:58.877059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:57.373201Z digest=sha256:eca1a5f87d834305072ab105e74622c578f7ccdfb9fb8766c763a8e81b0762d7

Observation 2792e8a7-a25e-4fa6-8f91-c28640f5dd66 · outbound

This paper cites Cityflow: A multi-agent reinforcement learning environment for large scale city traffic scenario,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Cityflow: A multi-agent reinforcement learning environment for large scale city traffic scenario,

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-05T17:36:57.447355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:36:57.447355Z digest=sha256:85ee943abe74653b020d936d8c59f39d320256134f9b88f877f9eb5f4ddde926

Observation 9d34f708-3078-4a55-8579-4587bebd6246 · outbound

This paper cites Tinylight: Adaptive traffic signal control on devices with extremely limited resources,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Tinylight: Adaptive traffic signal control on devices with extremely limited resources,

Reference 58

Resolution
verified exact
doi, observed 2026-08-05T17:36:57.935811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:57.552844Z digest=sha256:1cd73f6c23ba321ddd9c06d660184e75d9b90db0f1e0bc2048cf47be0dcdd738

Observation 74719c9f-f970-4f64-9dfa-9f51b0bd3ed9 · outbound

This paper cites Smart traffic control system using atmega328 micro controller and arduino software,.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Smart traffic control system using atmega328 micro controller and arduino software,

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:36:58.731771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:57.651140Z digest=sha256:6af0f94df289ae4fa50831723a30106b8e95ccba7681bee9f232fc8e0df9a3dd

Observation 09703ebf-61b1-408f-9f15-a5d32a3b914b · outbound

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

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy � -light: Programmatic interpretable reinforcement learning for resource-limited traffic signal control,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T17:36:58.595762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-05T17:36:57.711631Z digest=sha256:8b14081514964a41b8a4d0634a6b6d6f8d3532529cd00b9f32f2cd30d6ea3b07

Observation 33159900-4212-4698-bf97-c36603671e1c · outbound

This paper cites Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding.

GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-05T17:36:57.778091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T17:36:57.778091Z digest=sha256:49461eafc311762d752119392f3763b3b6e43faf3680a733d3f584423a839571

Pith citing papers

No inbound Pith citation observations are available.