Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T12:45:55.814389Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2412.16225.
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 2026-08-11T12:45:55.814389Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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
46 of 46 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8245ebf7-c046-41a4-8ba3-8cf1dfa99b98 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control A review of sustainable transportation solutions: Innovations, challenges, and future directions,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 40fef9da-4c74-4775-85f0-8d5b9cb23a34 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Urban travel time and residential location choice: The impacts of traffic congestion,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 223629be-8653-4718-91a9-c4fba2e4ebb6 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Changes in traffic congestion and air pollution due to major roadway infrastructure improvements in texas,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 64d1fc9e-caec-43b5-a955-442a18e67858 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Traffic management system and traffic light control in smart city to reduce traffic congestion,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 85905127-f670-43c5-9ddd-b1f912c9c609 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Troubleshooting so- lution for traffic congestion control,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b92b54b7-02a6-40b0-9241-44a540f4e3f4 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control What is the root cause of congestion in urban traffic networks: Road infrastructure or signal control?
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b708a250-1968-410d-a5a5-cdad1cd0536a · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Deep reinforcement learning for intelligent transportation systems: A survey,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77f06d79-39d9-4b5d-86bc-f23ab83ee3d1 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Reinforcement learning in urban network traffic signal control: A systematic literature review,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9a265a40-f572-4a7f-9204-0d9a00710a70 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Leveraging reinforcement learning for dynamic traffic control: A survey and challenges for field implemen- tation,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation d146d8d3-5848-431e-afac-6f043b3fab51 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Redefining counterfactual explanations for reinforcement learning: Overview, challenges and opportunities,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94062d3f-679c-43c2-abd7-d424778b3bc0 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Challenges and opportunities in deep reinforcement learning with graph neural networks: A comprehensive review of algorithms and applications,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 808a0d78-6c4c-4231-98b8-b21959d08f37 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Multi-agent broad reinforcement learning for intelligent traffic light control,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b826c60f-fd0a-4f9f-923f-dad5cc2f7238 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Reinforcement learning on graphs: A survey,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c452fd82-7e6e-4e0b-8c77-ddc51404598c · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control New challenges in reinforcement learning: a survey of security and privacy,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a713ebcf-4d4a-43a2-ae65-48d6d66c298c · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Chal- lenges, evaluation and opportunities for open-world learning,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 81fb07ca-d816-472e-a2d8-cc6634bc8667 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Reinforcement learning- assisted evolutionary algorithm: A survey and research opportunities,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 48348976-64d9-4025-9a55-066e62c0047d · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Reinforcement learning algorithms: A brief survey,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2f04292-6cf2-4a9f-916a-de7f345b4ff1 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Integrated real-time signal control and routing optimization: A two-stage rolling horizon framework with decentralized solution,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 74726f19-2fb1-4d61-99a7-a775142bbb60 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Cooperative traffic signal control using a distributed agent-based deep reinforcement learning with incentive communication,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 0b463e59-c491-40b5-a694-70bda0a047e9 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control A large-scale traffic signal control algorithm based on multi-layer graph deep reinforcement learning,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 89f1f091-d74b-4018-b94c-42cac6e7cd13 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Prompt to transfer: Sim-to-real transfer for traffic signal control with prompt learning,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8b97497d-ccdb-445c-8640-456f27e5f22c · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control A survey on deep reinforcement learning approaches for traffic signal control,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f5a8e4f6-f3c0-4c88-bfd0-9c34974cf6b9 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Large-scale traffic signal control using a novel multiagent reinforcement learning,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 83e89dd8-5614-40cd-88cb-c82ed530a203 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Distilling the Knowledge in a Neural Network
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d232cf1-062f-4f4f-85b4-6e41c52a95c6 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Differential advising in multiagent reinforcement learning,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f91c3270-bc43-414b-ad4c-d0b455ec7e31 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Location-based real-time updated advising method for traffic signal control,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ec10fdc0-a8b3-4ced-98d4-a5a7df3fa860 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Mastering arterial traffic signal control with multi-agent attention-based soft actor-critic model,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c586926c-fffc-4820-b8f2-942ad95da38d · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Multi-agent attention double actor-critic framework for intelligent traffic light control in urban scenarios with hybrid traffic,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a5c10dd6-2a09-407c-aa7c-a37b3fab2271 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Cooperative traffic signal control through a counterfactual multi-agent deep actor critic approach,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f62608a9-4b70-4675-81c2-eea25062e1b6 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Robust model-free reinforce- ment learning with multi-objective bayesian optimization,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 261e97b3-09bf-4507-8c93-8604dc002009 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Approximate inference of traffic flow state at signalized intersections using a bayesian learning framework,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 35711dc3-6e99-47e8-bfe1-3d23c3a0934d · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Presslight: Learning max pressure control to coordinate traffic signals in arterial network,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 28f93188-8de8-447d-9337-ab3276f753a2 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Smoothing-mp: A novel max- pressure signal control considering signal coordination to smooth traffic in urban networks,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 13524095-bb8d-4500-bdab-1c890b7c147a · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Two-layer adaptive sig- nal control framework for large-scale dynamically-congested networks: Combining efficient max pressure with perimeter control,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 958326f2-11ed-447c-8019-57864dcd38f7 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Gp- light: Grouped multi-agent reinforcement learning for large-scale traffic signal control
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 43aa347a-7251-4acf-9c71-afa4a1b2f49c · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Expression might be enough: representing pressure and demand for reinforcement learning based traffic signal control,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 403da50e-7848-42a9-9e8e-161a41dc498e · outbound
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5ebc760f-9b04-4584-86af-e234fbb19bf5 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Cityflow: A multi-agent reinforcement learning environment for large scale city traffic scenario,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0955b32-5bf3-4f65-83ab-2e9a8a1183fd · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Traffic signal timing manual,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 84f3c65a-a02d-414d-9885-ed6a5439dcff · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Max pressure control of a network of signalized intersec- tions,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bb8e36c8-4f85-4db5-9cba-49dcbc2dfb4b · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Toward a thousand lights: Decentralized deep reinforcement learning for large-scale traffic signal control,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b531f9fa-820c-4dc0-b146-7b5b6673f6c0 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Attendlight: Universal attention-based reinforcement learning model for traffic signal control,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f9f2cb8b-686b-43a2-b190-66fa1bb0ab1a · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Presslight: Learning max pressure control to coordinate traffic signals in arterial network,
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54a7c85a-43b3-490e-9b43-4811fbb92daa · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Colight: Learning network-level cooperation for traffic signal control,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fb7e9127-f490-4868-9c51-e55a126f1851 · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control Efficient Pressure: Improving efficiency for signalized intersections
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 520c4d58-a62a-472c-b7cd-5d1ef53b535b · outbound
Bayesian Critique-Tune-Based Reinforcement Learning with Adaptive Pressure for Multi-Intersection Traffic Signal Control LLMLight: Large Language Models as Traffic Signal Control Agents
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.