Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:06:47.412760Z
Paper Citation Record · LEDGER
As of 24 August 2026, this Paper Citation Record lists 58 of 58 outbound references and 0 inbound Pith citation observations for arXiv:2506.04276.
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 2026-08-07T11:06:47.412760Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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
58 of 58 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e6fef369-9a6e-4764-9282-b9419e3e2021 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response 2023 global natural disaster assessment report,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ce97f878-025e-416e-9b1a-0657e1da553a · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response 2023 global natural disaster assessment report,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ebcc33ac-5294-4948-9a27-487baa75dd9f · outbound
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2096da9e-f016-4afc-8292-24075dbec6ab · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Applica- tions of wireless sensor networks: an up-to-date survey,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 71a9bcd5-0720-4cb7-a705-23fb99b4dbd5 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Applications of wireless sensor networks and internet of things frameworks in the industry rev- olution 4.0: A systematic literature review,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation af179f11-4b2d-4152-b9b8-28aa55d00c51 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Collective interactive sensing,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 880aa2f9-320f-40a8-ba0d-c6947792ea97 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Crowdsensing 2.0,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5a6082a8-c6b2-4451-8722-f904987b07dd · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Energy-efficient 3d vehicular crowdsourcing for disaster response by distributed deep reinforcement learning,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 97a7a773-a4ce-4727-a66a-796cfcb9bc0e · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Aoi-minimal uav crowdsensing by model-based graph convo- lutional reinforcement learning,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 216f551a-a6e1-4b9a-a09e-0751536e9e4a · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Collaborative route planning of uavs, workers, and cars for crowdsensing in disaster response,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 89ee0f7f-d7d8-4de8-84e1-19b037cab5c0 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response (2025) Autonomous-collaborative- scheduling-of-time-dependent-agent
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b2461c9b-ea99-4f43-b68c-9af6da6565a9 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Cooperative path planning of uavs & ugvs for a persistent surveillance task in urban environments,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0c5b9c4c-ba4c-4367-b6af-5901d0bc5a90 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Real-time global action planning for unmanned ground vehicle exploration in three-dimensional spaces,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2812dc46-429a-4752-bec0-d8ba7793a344 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response A coordinated behavior planning and trajectory plan- ning framework for multi-ugvs in unstructured narrow interaction scenarios,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2d8a6c56-d2cf-4c61-86b7-e25b5b04affc · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Radiation search operations using scene understanding with autonomous uav and ugv,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 28ccb40b-4e27-47cf-b27d-078bb31b9e2e · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Collabo- rative mapping of an earthquake damaged building via ground and aerial robots,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 630db0e1-96db-452e-afdb-0e338818e87f · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response A marsupial robotic system for surveying and inspection of freshwater ecosystems,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 58fea337-1340-4657-b517-b2203bc4509b · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response When crowdsourcing meets unmanned vehicles: Toward cost-effective collaborative ur- ban sensing via deep reinforcement learning,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a3659aef-3269-4a94-8c37-042c6cff0184 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Evolutionary collaborative human-uav search for escaped crimi- nals,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8eb9612b-2a68-4170-9aca-d454bc379443 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Vision-based target detection and localization via a team of cooperative uav and ugvs,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 34f03f19-c733-4c5f-8249-c65e8b9ceba0 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Task scheduling of the collaborative aerial–ground system for the search and capture of multiple targets,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e9bd35b3-a9d6-4fad-9019-270df5c5931c · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 41dce11b-5c8e-4179-b4f6-29bc2b84b6b8 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2416e937-719b-4414-b2b6-456a4ca53720 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Mobile wireless rechargeable uav networks: Challenges and solutions,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 11583b77-6f2a-44a8-a1d8-ec49e4a52dda · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Air-ground spatial crowdsourcing with uav carriers by geometric graph convolutional multi-agent deep reinforcement learning,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation dc02b8f0-451b-4588-84a6-e5b77b1e0e79 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Col- laborative intelligent delivery with one truck and multiple het- erogeneous drones in covid-19 pandemic environment,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 09bcc50e-7ec6-4d35-a8a1-0c0f0cce5642 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Energy-efficient 3-d data collection formulti-uav assisted mobile crowdsensing,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d226206b-4efd-40b0-b382-d61ee5811f04 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Deep reinforce- ment learning robot for search and rescue applications: Explo- ration in unknown cluttered environments,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 75bc8efa-b063-439a-b29c-e60ddca17484 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Cooperative aerial-ground multi-robot system for automated construction tasks,
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 29e504fa-1315-465f-9f3d-90780b59792a · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Evolutionary human-uav cooperation for transmission network restoration,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2d55a30e-d373-447f-9863-289ad2977e68 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response An iterated greedy heuristic for collaborative human-uav search of missing tourists,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f34e4e43-eca9-4962-89bc-8611e252a870 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Decentralized dynamic task allocation in swarm robotic systems for disaster 17 response,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation eb69a625-b34e-483b-a074-28cb9744419f · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Collaboration helps camera overtake lidar in 3d detection,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation fd67750d-ad40-4413-a39a-9806aa9c891e · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Multi-uavs collaborative tracking of moving target with maximized visibility in urban environment,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6144ea46-5cca-439c-ade3-59789cf38322 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response How2comm: Communication-efficient and collaboration-pragmatic multi-agent perception,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6e893269-c59b-4a35-b3b0-ce473d6030c5 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Using physiological measurements to analyze the tactical decisions in human swarm teams,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6df0fedf-f6e5-4ba2-ac44-82cf18bb21f6 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Stronger together: Air-ground robotic collaboration using seman- tics,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 322665aa-ef39-4036-8ed6-55589ba20077 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Reinforcement learning for synchronization of heterogeneous multiagent systems by improvedq-functions,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6905623b-e329-4ce6-8cb5-f74e0547a50d · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response An analysis of approximations for maximizing submodular set functions—i,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3735daef-faf6-4c00-8477-6185ee082002 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Convex optimization,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation db561e42-0db0-4f8d-b5d3-84412cb41f84 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Traffic prediction in a bike-sharing system,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation a5a9bb96-f044-4953-a291-c5cd0480a1cb · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Urban computing: concepts, methodologies, and applications,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation bdcc8db4-6206-4388-adc6-984caa7e23f1 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Object tracking by the least spatiotemporal searches,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6d2b2110-30f4-4a22-a6c1-68f335017da4 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Gaia open dataset,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 29c8ef04-7206-4591-bb8b-112c60441e59 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Three- dimensional stable matching problem for spatial crowdsourcing platforms,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 472c6524-0734-428b-b456-f6dbf9391a70 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Task scheduling in three-dimensional spatial crowdsourcing: A social welfare perspective,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d7c28f20-d088-4f18-82d1-b4a7856840db · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response A distributed competi- tive and collaborative coordination for multirobot systems,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d93c7004-b354-4629-807d-043770fd5f13 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Distributed dynamic task allocation for moving target tracking of networked mobile robots usingk- wta network,
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3b512e2a-61dc-470b-8124-b65acce66be6 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Robust k-wta network generation, analysis, and applications to multiagent coordina- tion,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 2ecb7429-58bc-435f-9e67-5542375cb702 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Energy-efficient distributed mobile crowd sensing: A deep learning approach,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ee82c6b7-2395-40bd-8183-46d2bc1235f9 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Energy-efficient uav crowdsensing with multiple charging stations by deep learning,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 053e8a47-3c1a-4bd1-8e39-8fd9581df999 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Ex- ploring both individuality and cooperation for air-ground spatial crowdsourcing by multi-agent deep reinforcement learning,
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 024a0af0-59bd-4c16-bcee-c8e9251c703b · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Cadre: A cascade deep reinforcement learning framework for vision-based autonomous urban driving,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 06a0dae3-4d0e-4840-9951-001f292bcf18 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Human-drone collaborative spatial crowdsourcing by memory- augmented and distributed multi-agent deep reinforcement learn- ing,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 394d2001-d1d1-447b-9256-ee6d03c727a5 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Urbangpt: Spatio-temporal large language models,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1f4d0b1a-f5d3-4ee6-a53c-55093a3786c5 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Unist: A prompt- empowered universal model for urban spatio-temporal predic- tion,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e2eeed6c-75f6-44d3-a006-1714af3fc165 · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response Unity game engine,
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e782612c-351c-4308-959a-0cca20b5d21e · outbound
Autonomous Collaborative Scheduling of Time-dependent UAVs, Workers and Vehicles for Crowdsensing in Disaster Response From November 2009 to October 2010, he was funded by the German Humboldt Foundation and went to the University of Mannheim in Germany for collaborative research
Reference 2005
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
No inbound Pith citation observations are available.