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Paper Citation Record · LEDGER

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

As of 9 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:52.414856Z digest=sha256:175e9abd4728e1d49ed4a5bd661189ddd22cae4e3196f1efa758f0d113fb579f

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.

source=pdf_text observed=2026-08-05T17:36:52.588899Z digest=sha256:5653aad4690dd886eb96d6ef01d082b558ee4e5efb2b20abc08691c8fc8ddef5

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 2026-08-09T06:31:02.800959+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:ca6882f39764676686b0464d9b2f724d375ee9c8c8b76e44d492db6a11cc432c

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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source=pdf_text observed=2026-08-05T17:36:52.904157Z digest=sha256:8aa86c76960811fa04c8722c902f05aee6470fd3f651127b31fde11ef14d712c

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:53.048281Z digest=sha256:83c0f8a998a3b5e25625a641626e9e3443db7aa7f82b76b9bef04006e3e902d5

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=sha256:2131957447bc1723871c61720fc14bbccf5b6749dc7ca861f5563fb0374482ae

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:c94567b9d82af265c0a33483e0bc482efab643c9d34b53ef9babb382b05ecd23

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:fd3f8c2677e77dad8ee4002630e9e81ba65b79f87587c09b4ad999de2ee3f6bf

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=sha256:2c356125f3ec8d84f7dccbc1addb1d1a94f8814de717a69c084e6cfe74c2aa35

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=sha256:3a8e1caae162e60afac46b26dcaeb44cdeca82037d56494401b63dce4c9597df

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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source=pdf_text observed=2026-08-05T17:36:53.622076Z digest=sha256:0eda641056e747314da159c37a36324a4696e177adb65269333bde7058b63c86

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:53.734770Z digest=sha256:1780578c61a33e0c293b6459418d3517c5ce4572dffac487f9cac26e0fd2c290

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:53.848394Z digest=sha256:582bcda9cefeaca0d02c3c9af4b0ed085e0c026d3b4f5b289e3202063a851283

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:53.923963Z digest=sha256:2a4a1fef8786ef230e80c99d6e2a73c540d3126dd0462687db8d179aaa7c6e75

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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source=pdf_text observed=2026-08-05T17:36:54.002758Z digest=sha256:f721fc75835ffc34c87f886cbdedf8f389b7872fd870807fd5174493adee1ef0

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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source=pdf_text observed=2026-08-05T17:36:54.160658Z digest=sha256:063dadef249090c32837738c5dd00e5b030a33ec2f57fc13e08df120f9ab7b8f

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:fbb01619fddd5e7213c05bc681cd5f549bb917ae034a365804e4ebbd4c171330

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:54.295840Z digest=sha256:591d7c410407a9c7b923afccac2350280a666ea333cd23f7f6c4215829981a3e

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=sha256:463018baf35923897b5125911464025aa28b8f1c08088227bed5978a0aa14319

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=sha256:1ed37e6b03e5a884601680293baf5f72f26da675eb8956ae9d146fc246ffa54b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:54.563532Z digest=sha256:81d67aeb7d450da6de2e7804d10b1e12dfd5c2eafa3f84b7a9fd8c89dabdfdcb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:54.644091Z digest=sha256:7dd1b5e14f138fd1eebf777e8970dd62b51d5a71f7b097adfbc275b77ee50996

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:54.720344Z digest=sha256:dcd6a9f72b287ed95be91bf8a74fc9d4ef3a7d13697f85d3c9aea729a50ae98c

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:cd162132a2f66932caf1b1fd044bf9a11e27e552f457824d85a18ee315199f83

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:54.874731Z digest=sha256:718a1abc5b9144f255a5823d5498d996b90ae4b3c25177d5b0ea2993a2e732d8

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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:54.941398Z digest=sha256:151a3e7632cde753665c1cbf43bb5db0f49f8b3a7f73a939a484f0a2a04c3b3a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:55.033993Z digest=sha256:8689fec12c286f179117a183552c30a2f166c5832060e243dcd866654572e9f4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:55.109368Z digest=sha256:ea899500aade44b5b23bdb99e14b5ac2674fa8290838d6989ba7b58aa1db2abf

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:55.192899Z digest=sha256:44c00077aad9d731f5a837e7c8989055a84bbb0fce7869f14aab087b8da703fc

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:55.296787Z digest=sha256:628d7074c3d8ba09b6ce7930b58e95867de681ff9e8797f79b7422a2c084ed9b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:55.389586Z digest=sha256:20f1724f28ecd3f4d46e465b68aad333b521460a70528dfb3515091ac7888bd5

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:55.471513Z digest=sha256:60c968bb966c401b598f05282cfe96d85bd483a88b8f8c9db23cf1f61d2c12b7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:55.541376Z digest=sha256:147df0eb20309d5004b41f425dde6833c936558011fa50284768ee81364b2cb3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:55.613725Z digest=sha256:7f45e7dbbbcecba55352f23d3b99eaad5d305d746ecae48ef28413063129bb01

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:55.697081Z digest=sha256:97774b9ccada90a257fa2ffb8298d4c7a307bc069a0facb858fc9b4c9d58650b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:55.790770Z digest=sha256:e9a2164ed913a1b680529a6c4a77ec6b20d8024785f073cccece3dd6c98c50c4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:55.887557Z digest=sha256:eaa5fb2e3f6ec64e130ce0e30f1fe45405388dc89303c17eb3ab043f3670d070

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:55.947065Z digest=sha256:ad3632da7c69d9b3198e88df0d5f4d5e9aa837b3c2e0fd5187e6ca46d884e4a6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:56.054203Z digest=sha256:b8fe96bd8b6db6bda7d543eb75d87597d030012aeb9462821dcd8ced6f2ed8a9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:56.149458Z digest=sha256:154531468cff731cf304d60eb93ba1bb2cd18334d786696fd6f04e169dedd0d8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:56.255937Z digest=sha256:ed0e080748e17dc3627107021ad052fa317548ae953850dcb1cf85f11aaafeac

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:56.382860Z digest=sha256:8439328c321917739e58a6639c1ec0393308200eeaba769e071ea4f0e2019f90

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:56.460188Z digest=sha256:a6ec687edbf620e629c1e616da13fec6729f0aeafe386e83957f7861ee103927

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:56.552704Z digest=sha256:b0e281e4588779390c5b9fc0b9aebf380c0e7e244dce5703849a99b9b928245e

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=sha256:727a10689b44c17c90c0980c912091734f4067e0fc9ddd6c484b9cce5e8e5426

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:56.749624Z digest=sha256:b271bce53d4ab57262e16c4ee424db519cad7d0e6c0b1fa05873d57c866c4f1a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:56.835989Z digest=sha256:861dba03f34bfae0557cf40e82ee109a4888f6aa5807bf16949b72b84b4ca0e0

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:56.913811Z digest=sha256:fb611816fd7fe9847967856598d9cefb616dd6d64f6e9034413cbb0fb822738a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:56.991188Z digest=sha256:96c48a07f14bb70caf9c7b3f58879ebc25f100516c30f14350e1ab86d22a3e84

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:57.085729Z digest=sha256:b6be4cf0b085ae8dafac2cbc3ece3f0d6dedaf9bbc61d128705a8b8e8da354f8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:57.180090Z digest=sha256:95cf8cea04a3d2d809df1fbffd1efcc9ee13ddb6dfa14be16ff0289f8b983c9d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:57.273074Z digest=sha256:15cb046783659a221c0fba37b0b9e03a066663c96a93d90597248a25c7e90f0e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:57.373201Z digest=sha256:cf0a240517150a11313b7df6e9560678d795b4ee4018bef13faf7ca7c9cb55a7

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=sha256:74d17e0394078e01320dfa163a43e21a8429d4476003af425d17108222bb0f4d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:57.552844Z digest=sha256:008b72abffa63de44291c03c99de7e91d5bb31d1ca9e354a3dc14b72e2fc11f3

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:57.651140Z digest=sha256:359f51a6c518f6b3c35c8772cd5b93a03b66c8dbfc382d60bfd2447c32caf7e6

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-05T17:36:57.711631Z digest=sha256:0144389dd2d87cb9fe29b95991688dbdac3bf2b34e9e7085fa0521c738f60f18

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:b5a533d43f98ea673defa5f250a3b95064e11de2fb1ff7df13110813a2999e84

Pith citing papers

No inbound Pith citation observations are available.