Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T17:36:57.778091Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T17:36:57.778091Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
61 of 61 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 52fa2085-cc97-4a13-b9cd-00ba48b6b83c · outbound
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
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.
Observation dbc6a70b-8805-437e-8388-5583a9f063dc · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Lowrie, Roads, and T
Reference 2
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.
Observation 12473568-4604-4c0a-9161-38476b1f4403 · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Deep learning,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e54b49e8-5d1b-4bc9-899e-0a8230863a93 · outbound
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
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.
Observation b09a57c8-8c7e-4427-bad7-1e7943160713 · outbound
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
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.
Observation 16f620f7-26ac-4e7e-b13b-ddb2a56dfeca · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Colight: Learning network-level cooperation for traffic signal control,
Reference 6
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.
Observation d9ceb224-f798-42e5-8dc3-217fa8fb2639 · outbound
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
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.
Observation f919419d-e82d-4573-8177-f87f8dc47bc0 · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Deep reinforcement learning for intelligent transportation systems: A survey,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f305a4a6-4972-4115-b611-ad80f1e9c0ef · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Reward Design with Language Models
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21294e82-c294-4ba1-b0f5-c756a749896b · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Inverse reward design,
Reference 10
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.
Observation c5a0755f-b723-45d0-b03d-f3d230746b35 · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Evolution Strategies as a Scalable Alternative to Reinforcement Learning
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82fbcbbd-9a30-4c34-9384-a876778abbbf · outbound
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
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.
Observation 893f846b-f5e3-4a09-a5fd-f86414be153b · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Interpretation of neural networks is fragile,
Reference 13
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.
Observation 2dd19d85-8d60-48ad-b94c-eff5b87f415f · outbound
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
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.
Observation 84208fc3-10b1-4ed5-be3e-a340b2586db6 · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy ’why did you do that?’ explainable intelligent robots,
Reference 15
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.
Observation 7bdad0c5-0b1d-4fd2-a34b-ca5d421cc4e4 · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Explainable artifi- cial intelligence by genetic programming: A survey,
Reference 16
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.
Observation 996affbf-6edb-43c8-8ea9-d5a92699ed29 · outbound
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
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.
Observation 25605330-07cb-4e41-b71a-e5aaa5c5e3cb · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Learning traffic signal control via genetic programming,
Reference 18
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.
Observation ab9e89f0-39e3-4928-92d6-b20a77048314 · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Diagnosing Reinforcement Learning for Traffic Signal Control
Reference 19
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.
Observation 9ec3e269-1b4c-49a4-a09a-1b3358b939da · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Intellilight: A reinforcement learning approach for intelligent traffic light control,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e391e2b0-3e73-4814-a299-fb7adc28dec6 · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Learning phase competition for traffic signal control,
Reference 21
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.
Observation 4709c714-7c58-4151-af51-f98a7396a43f · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Traffic signal settings,
Reference 22
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.
Observation a6ce7044-8f7c-4e38-8574-b440d88658cc · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Efficient Pressure: Improving efficiency for signalized intersections
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fac49873-6f14-46d1-bfe8-bdef86a4462a · outbound
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
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.
Observation 5fa6f385-264e-4a43-b79f-a59bac06c57b · outbound
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
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.
Observation 673a1379-b03c-419e-a8b1-a25bfab86143 · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Traffic signal timing manual
Reference 26
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.
Observation 4fdb00d4-e048-40bd-a099-4661a45bdb66 · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy The scoot on-line traffic signal optimisation technique,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1fde1eb-0ed1-4b60-8da4-59188ef67f22 · outbound
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
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.
Observation 5cda06a9-4844-4f87-af96-dd82813a7f8c · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Traffic signals,
Reference 29
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.
Observation b7720d2a-bea6-4657-b718-0c2f172a250d · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Unresolved cited work
Reference 30
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.
Observation 6dc1509d-98c0-4939-8f7f-788c13b08ce9 · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Signal multiobjective optimization for urban traffic network,
Reference 31
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.
Observation 7d99a931-7bff-4ce3-b890-06547e906bbb · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Novel traffic signal timing adjustment strategy based on genetic algorithm,
Reference 32
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.
Observation 6edc724e-b13e-437d-86d1-aab11b59516c · outbound
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
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.
Observation 96c886be-8aa1-41a3-8be4-4e719345cea8 · outbound
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
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.
Observation 57e178b4-5935-42e8-9e06-a75f3b840d96 · outbound
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
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.
Observation 3086c1f0-d4dc-4cb1-a43c-21b4481ad3c3 · outbound
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
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.
Observation 7ea596fe-ef14-4c73-adae-89053f860ff9 · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Ant colony optimization approach for optimizing traffic signal timings,
Reference 37
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.
Observation 7cb2454f-9caa-408e-8b61-7a6ba8ebd1c1 · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Traffic signal optimization using ant colony algorithm,
Reference 38
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.
Observation 36058a36-2b11-45fa-a548-bfe2386d6719 · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy The max-pressure controller for arbitrary networks of signalized intersections,
Reference 39
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.
Observation 7851345e-598d-4bf5-ae65-d14d2feb5b25 · outbound
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
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.
Observation 111122db-28c6-422e-acd6-7bc13255f6a1 · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Reinforcement learning with function approximation for traffic signal control,
Reference 41
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.
Observation 6f7e1008-e092-42d4-a986-01bcca2b0abd · outbound
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
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.
Observation 51120be0-5074-4efd-86ee-3a43723b44a8 · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Coordinated deep reinforcement learners for traffic light control,
Reference 43
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.
Observation e15387db-8ef7-42bd-8b61-ed1f2fcfc23c · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Multi-agent reinforcement learning for traffic light control,
Reference 44
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.
Observation d124a37f-56d0-4ad0-b7a0-4cbb5eba8e84 · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Learning heuristics with different rep- resentations for stochastic routing,
Reference 45
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.
Observation b0b74bb7-1236-4cc2-afd8-323e7a50b6c6 · outbound
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
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.
Observation 1ae907cb-4260-492a-a358-9b461b3fae0b · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy Zhang, S
Reference 47
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.
Observation 575da7e1-054e-4f1b-b5bf-71cb63910f5b · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c792643-e68a-476c-a442-d213c42b5285 · outbound
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
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.
Observation 246d4544-2133-467b-9979-d3eeee21761a · outbound
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
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.
Observation 6c2bd764-fa38-46d5-9cfb-db2140750491 · outbound
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
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.
Observation ed26cbcf-34b4-4232-b636-4d71e0fd4971 · outbound
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
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.
Observation 18eaa3fb-c72d-4981-b852-cebb6e2d436d · outbound
GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy A survey and comparison of tree generation algorithms,
Reference 53
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.
Observation 647d7605-9466-495a-b74e-96f952b64c9c · outbound
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
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.
Observation 4852d1ba-70a2-4edd-b7e1-e936798b8f36 · outbound
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
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.
Observation 93aec3b9-922a-467f-86d2-d7780f4b5560 · outbound
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
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.
Observation 2792e8a7-a25e-4fa6-8f91-c28640f5dd66 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d34f708-3078-4a55-8579-4587bebd6246 · outbound
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
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.
Observation 74719c9f-f970-4f64-9dfa-9f51b0bd3ed9 · outbound
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
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.
Observation 09703ebf-61b1-408f-9f15-a5d32a3b914b · outbound
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
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.
Observation 33159900-4212-4698-bf97-c36603671e1c · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.