Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T06:47:36.251715Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2607.20547.
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 2026-08-02T06:47:36.251715Z
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
44 of 44 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 6e0d9c77-6495-4e38-84cf-7fc93a10d53c · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Benefits of Advanced Air Mobility for Society and Environment: A Case Study of Ohio,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1598afd4-19bd-43d0-9ad5-72a1c3b95444 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Infrastructure To Support Advanced Autonomous Aircraft Technologies in Ohio: Economic Impact Report for Advanced Autonomous Aircraft Technologies in Ohio,
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f231f4e7-ba87-450d-95b3-b8706c0de072 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Open Framework Standards for Combined Aircraft Sensor Network for the State of Ohio to Detect and Track Lower Altitude Aircraft: Cost-Benefit Analysis,
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c36cf454-0899-4632-a759-0059a7ae7a37 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Open Framework Standards for Combined Aircraft Sensor Network for the State of Ohio to Detect and Track Lower Altitude Aircraft,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2fb83500-08a5-4e20-af60-1ba4681c0656 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Concept of Operations v2.0, Unmanned aircraft System (UAS) Traffic Management (UTM),
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87f4958f-e370-4285-a7e8-98500ff04814 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Urban air mobility (UAM) market study,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ef66e4e-1a94-4738-a462-d3823cf3b862 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Building Public–Private Partnerships for Advanced Air Mobility Infrastructure Using Game Theory,
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 1359cc5a-1328-452e-b204-db48ef339b38 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning How to Negotiate with Private Investors for Advanced Air Mobility Infrastructure? An Analysis of Public Private Partnerships Using Game Theory,
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8457da52-7601-4b33-bb88-fd3dcfec33a8 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Low-Noise Route and Operations Planning for Food Delivery UnmannedAerialVehicles,
Reference 9
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 462d3cb6-dda5-4615-adeb-b0ff6648224b · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Dynamic Dispatching of Package Delivery UAVs Considering Safety Risk and Noise and Visual Pollution,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c83fe7db-1254-47f9-ac4a-64252ef5442a · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning An integrated supply chain network design for advanced air mobility aircraft manufacturing using stochastic optimization,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc18cf1a-56f4-41ba-9f43-1e65606a7c0c · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Urban Air Mobility Concept of Operations, Version 2.0,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 574f5bcb-e6db-417c-b6dc-5c3d274fb0ff · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Reliable, Secure, and Scalable Communications,Navigation,andSurveillanceOptionsforUrbanAirMobility,
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c6cd56f-f851-4aae-8082-9a8b5739f120 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Next-Generation Airborne Collision Avoidance System,
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 92018e53-f580-4592-baf1-bc72345605be · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Designing a Surveillance Sensor Network with Information Clearinghouse for Advanced Air Mobility,
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4f5c02f-4cc9-4f5a-96c2-0061ca6f8e2b · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Reliability, Robustness, and Resilience Modeling for Surveillance Systems in Advanced Air Mobility Operations,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 110cc33a-9a5f-48b9-bbb8-7be8fb1909b6 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning A Survey of Recent Results in Networked Control Systems,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbf6df02-241e-4d83-85a2-42c35237b675 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Kalman Filtering with Intermittent Observations,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fccaa2cf-bea5-4ae9-ad09-61dbcf97eba5 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations,
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b90d9918-8230-414e-bcef-ff272de61f62 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Reinforcement Learning with Delayed Observations,
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dccfd156-98dc-4ed2-aab5-183126f0daa6 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Urban Air Mobility Airspace Integration Concepts and Considerations,
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 e5e0ac06-8ff7-4fb5-a016-6d08d7f5a000 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Designing Airspace for Urban Air Mobility: A Review of Concepts and Approaches,
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d392fa8-1063-4bca-bdba-c9b3d19ec76d · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning A Review of Conflict Detection and Resolution Modeling Methods,
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b37c940c-6fbb-4eb4-8df6-57110077fd29 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning A Multi-Agent Reinforcement Learning Approach for Conflict Resolution in Dense Traffic Scenarios,
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7eb23942-ac46-4209-bd88-a70fa87bf488 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Autonomous Separation Assurance with Deep Multi-Agent Reinforcement Learning,
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 d5dda025-ec38-4a38-97f9-28e5ecfea31a · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Motion Planning in Dynamic Environments Using Velocity Obstacles,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2398693f-78d4-4fdb-8254-6267eef62cd5 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Conflict-FreeFour-DimensionalPathPlanningforUrbanAirMobilityConsideringAirspace Occupancy,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fcc39e12-cb6b-4f0e-8ed0-89211a04db50 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Automated Flight Planning of High-Density Urban Air Mobility,
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fdede2f3-3f8c-4cae-a79e-fca257bfd410 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Human-Level Control through Deep Reinforcement Learning,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b9274cfc-b6e0-4142-b14a-a8af1d89ebc4 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df89a5e4-2232-420a-a6a7-97013898b494 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning One to Any: Distributed Conflict Resolution with Deep Multi-Agent Reinforcement Learning,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 562c2ea5-e83e-4fa6-a7d6-3f4a1cb949ff · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Multi-UAV Conflict Resolution with Graph Convolutional Reinforcement Learning,
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 7a2d02b9-356b-4f5e-942e-f2df9d10802b · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Strategic Conflict Management Using Recurrent Multi-Agent Reinforcement Learning for Urban Air Mobility Operations Considering Uncertainties,
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 7837555f-e54a-42be-bb4d-f7a414c75d0e · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Autonomous Conflict Resolution in Urban Air Mobility: A Deep Multi-Agent Reinforcement Learning Approach,
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 8db40ec5-1d22-4ac8-ac34-821b71a289f4 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning AReinforcementLearningApproachtoVehicleCoordinationforStructuredAdvanced Air Mobility,
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 ea3a7a0f-b56f-4863-b35b-5371eb8c9f64 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Self-Organized Free-Flight Arrival for Urban Air Mobility,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ca827a8b-ce39-4cfb-a209-b4086fee0655 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Constrained Urban Airspace Design for Large-Scale Drone-Based Delivery Traffic,
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 10192044-7235-4cce-a786-bb27f37c6a3f · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Air Traffic Assignment for Intensive Urban Air Mobility Operations,
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26e58765-7449-476a-ae7a-0903a0c11ea4 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Safe and Scalable Real-Time Trajectory Planning Framework for Urban Air Mobility,
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 c34e569a-7370-4516-823c-efb641817c97 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Reinforcement Learning with Random Delays,
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5f4bfa6-1a8c-4128-84f0-5dca49b3ee02 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Probabilistic Modeling and Reasoning of Conflict Detection Effectiveness by Tracking Systems Towards Safe Urban Air Mobility Operations,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bf7e0fd-4be6-4201-961e-00faf7cf3508 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Modeling Power Consumptions for Multirotor UAVs,
Reference 42
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Unavailable: canonical work link unavailable.
Observation 53213646-3bd9-4923-a9af-08a05393e954 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Data-Efficient Modeling for Precise Power Consumption Estimation of Quadrotor Operations Using Ensemble Learning
Reference 43
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Unavailable: canonical work link unavailable.
Observation 6001e573-ac3e-4239-bf26-a1f51dec69d2 · outbound
Conflict Resolution under Degraded Surveillance in Air Corridors Using Multi-Agent Reinforcement Learning Energy-Efficient Arrival with RTA Constraint for Multirotor eVTOL in Urban Air Mobility,
Reference 44
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Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.