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Paper Citation Record · LEDGER

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method

As of 10 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2509.03550.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2509.03550 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T11:23:28.320292Z

measured 52 of 52 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

52 of 52 outbound references displayed

  • verified exact23
  • verified fuzzy13
  • unresolved14
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dca00475-ea41-4a60-83bc-c6c915fade26 · outbound

This paper cites 2018 -2019 NextGen Implementation Plan,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method 2018 -2019 NextGen Implementation Plan,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:23:40.263148Z

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=2026-08-05T11:23:23.631945Z digest=sha256:6f941b569dbe7612484cd0d83e393eef0b313b293a4a54c514b5e5c6f01b2299

Observation fc7e15a8-1afa-4bba-8a51-ab6d4f0712f7 · outbound

This paper cites Working Document for the Aviation System Block Upgrades–The Framework for Global Harmonization,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Working Document for the Aviation System Block Upgrades–The Framework for Global Harmonization,

Reference 2

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raw_fallback, observed 2026-08-05T11:23:39.959028Z

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=2026-08-05T11:23:23.651569Z digest=sha256:5e147d4026b6bf0514d2b27a1363ca24d0826edbcd44f71e2ce0e2ea16208cac

Observation 959b5c85-456b-4506-8330-d15c708c455a · outbound

This paper cites European A TM Master Plan – The Roadmap for Delivering High Performing Aviation for Europe, Edition 2015,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method European A TM Master Plan – The Roadmap for Delivering High Performing Aviation for Europe, Edition 2015,

Reference 3

Resolution
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raw_fallback, observed 2026-08-05T11:23:39.677372Z

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=2026-08-05T11:23:23.678044Z digest=sha256:cf44cf1e5649dad9ded4ddfd7a4791e1077f11c0a286f93eec47a00c1de494a5

Observation 061ba763-956b-4727-ae98-fc08bf17ffff · outbound

This paper cites One to Any: Distributed Conflict Resolution with Deep Multi - Agent Reinforcement Learning and Long Short -Term Memory,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method One to Any: Distributed Conflict Resolution with Deep Multi - Agent Reinforcement Learning and Long Short -Term Memory,

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-05T11:23:23.698634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:23:23.698634Z digest=sha256:8475981cdd8355886986d421faba8c27fa33461004817d97f39f7954fa7a01e8

Observation 2dbfb762-c217-4e3c-b65d-2ad347b7248a · outbound

This paper cites Autonomous Air Traffic Controller: A Deep Multi-Agent Reinforcement Learning Approach.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Autonomous Air Traffic Controller: A Deep Multi-Agent Reinforcement Learning Approach

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-05T11:23:23.724537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:23:23.724537Z digest=sha256:e4cc1b4b5a9afe6f00d61079825b1b613f591f3545b491b973913e1604a0b3ac

Observation d2dc3662-75d9-46f7-a761-a5f85ade4d61 · outbound

This paper cites General Multi-Agent Reinforcement Learning Integrating Adaptive Manoeuvre Strategy for Real -Time Multi-Aircraft Conflict Resolution,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method General Multi-Agent Reinforcement Learning Integrating Adaptive Manoeuvre Strategy for Real -Time Multi-Aircraft Conflict Resolution,

Reference 6

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-05T11:23:36.878895Z

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=2026-08-05T11:23:23.749396Z digest=sha256:c43d826a6f74490590b5f1a7bc2174848bbdc0d9c675976f898c61b473b558cf

Observation 76216c6c-8e1e-4f27-ba55-3f98ef7fd09e · outbound

This paper cites General Real -Time Three-Dimensional Multi-Aircraft Conflict Resolution Method Using Multi -Agent Reinforcement Learning,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method General Real -Time Three-Dimensional Multi-Aircraft Conflict Resolution Method Using Multi -Agent Reinforcement Learning,

Reference 7

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-05T11:23:36.389602Z

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=2026-08-05T11:23:23.770692Z digest=sha256:e67903dd4959014ab2bddb28037a480cabc5ac353a98db4b286124434be7ff77

Observation db81b955-fe1c-41e9-a5b9-d0c4566ee88e · outbound

This paper cites Analysis of the Impact of Traffic Density on Training of Reinforcement Learning Based Conflict Resolution Methods for Drones,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Analysis of the Impact of Traffic Density on Training of Reinforcement Learning Based Conflict Resolution Methods for Drones,

Reference 8

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-05T11:23:35.804638Z

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=2026-08-05T11:23:23.873625Z digest=sha256:8a549952d20e8fd0bbb5721a20853c82bec6903b5adc52b56108913bed54b5e5

Observation 3ca1bb99-aff8-41db-809a-37c81c6766e8 · outbound

This paper cites Enhancing Air Traffic Control: A Transparent Deep Reinforcement Learning Framework for Autonomous Conflict Resolution,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Enhancing Air Traffic Control: A Transparent Deep Reinforcement Learning Framework for Autonomous Conflict Resolution,

Reference 9

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-05T11:23:35.435598Z

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=2026-08-05T11:23:23.967550Z digest=sha256:1412493440f1f8c8b71af7749a304f11e180040a5283f2991957af4d4bc17905

Observation e443cf43-04e9-4c3f-b044-3f78d849dc5e · outbound

This paper cites Study on the Resolution of Multi-Aircraft Flight Conflicts Based on an IDQN,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Study on the Resolution of Multi-Aircraft Flight Conflicts Based on an IDQN,

Reference 10

Resolution
verified exact
doi, observed 2026-08-05T11:23:31.632521Z

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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=2026-08-05T11:23:24.105162Z digest=sha256:c53ffa239f86d12a1763adb1c90ca5e6881aff66cd9f50d326dd7dd5ea36e218

Observation 7a4455b9-fb20-4977-b3d8-d0a91f9decaa · outbound

This paper cites Graph Reinforcement Learning for Multi- Aircraft Conflict Resolution,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Graph Reinforcement Learning for Multi- Aircraft Conflict Resolution,

Reference 11

Resolution
malformed identifier
arxiv_id_nonexistent, observed 2026-08-05T11:23:34.975414Z

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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=2026-08-05T11:23:24.194315Z digest=sha256:47c9434dc8caba8c2f691c2d32dc5908b27950bd2527cc221cc06193fa68e573

Observation f715fc84-d5d8-4a64-a9dc-f40437b030d9 · outbound

This paper cites Deep Reinforcement Learning in Service of Air Traffic Controllers to Resolve Tactical Conflicts,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Deep Reinforcement Learning in Service of Air Traffic Controllers to Resolve Tactical Conflicts,

Reference 12

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-05T11:23:34.559777Z

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=2026-08-05T11:23:24.259673Z digest=sha256:403df6939e22cbd490bba44a73935936e5accbbd69329381b4a81770056bb25b

Observation 01861f0a-ab9a-4fb2-aa67-ea1afb5c5033 · outbound

This paper cites A Review of Conflict Detection and Resolution Modeling Methods,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method A Review of Conflict Detection and Resolution Modeling Methods,

Reference 13

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-05T11:23:34.115965Z

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=2026-08-05T11:23:24.435035Z digest=sha256:0925f36fae953592e95de09ff77d2dbffddc452ffee300def5446d362f4665f1

Observation f5a0a5f6-9d1f-4bee-8bd4-49a275dc186f · outbound

This paper cites Conflict Resolution for Air Traffic Management: A Study in Multiagent Hybrid Systems,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Conflict Resolution for Air Traffic Management: A Study in Multiagent Hybrid Systems,

Reference 14

Resolution
verified exact
doi, observed 2026-08-05T11:23:31.382592Z

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=2026-08-05T11:23:24.549143Z digest=sha256:dbb66198a6d6cf60f8cd8315422b697a4d6ac42a6b3bd8efbfd48458c5889bee

Observation b37bff91-6214-43bc-9568-d55805f46787 · outbound

This paper cites A Time -Dependent Hamilton -Jacobi Formulation of Reachable Sets for Continuous Dynamic Games,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method A Time -Dependent Hamilton -Jacobi Formulation of Reachable Sets for Continuous Dynamic Games,

Reference 15

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-05T11:23:33.699166Z

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=2026-08-05T11:23:24.772858Z digest=sha256:ee45f22493d28750e90cdda6c0616af008ef69b3df795d29a4cf1166c2d8f0e4

Observation 91f03fcd-fa22-4d87-9b42-b67c654926aa · outbound

This paper cites Automated Conflict Resolution for Air Traffic Control,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Automated Conflict Resolution for Air Traffic Control,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:23:39.391756Z

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=2026-08-05T11:23:24.853280Z digest=sha256:9a3b5de1df8b61b228dcc24375e9c1856d341216d68b3e7abb1f5b9390055e5e

Observation ac89a8a0-605d-44d4-942a-c3bc949f0097 · outbound

This paper cites Automated Conflict Resolution, Arrival Management and Weather Avoidance for ATM,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Automated Conflict Resolution, Arrival Management and Weather Avoidance for ATM,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:23:39.157148Z

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=2026-08-05T11:23:25.002221Z digest=sha256:e4b096686c2995bd1bd8f786903d4ea75a306ee157d35b109046eb89da743786

Observation 44d4d9ad-5399-497b-bf74-3865e8706c1d · outbound

This paper cites Automated Conflict Resolution: A Simulation Evaluation Under High Demand Including Merging Arrivals,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Automated Conflict Resolution: A Simulation Evaluation Under High Demand Including Merging Arrivals,

Reference 18

Resolution
verified exact
doi, observed 2026-08-05T11:23:31.125905Z

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=2026-08-05T11:23:25.165905Z digest=sha256:2b096db7c4bc3cad074af12a55121a3096fb0899ce9a04b615b501b7ea606ded

Observation aba48f47-e6a3-44d9-8253-ba485549b8eb · outbound

This paper cites Conflict Resolution Problems for Air Traffic Management Systems Solved with Mixed Integer Programming,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Conflict Resolution Problems for Air Traffic Management Systems Solved with Mixed Integer Programming,

Reference 19

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arxiv_id_nonexistent, observed 2026-08-05T11:23:33.356895Z

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=2026-08-05T11:23:25.261272Z digest=sha256:fc8c3ac02b5da2abd576846bca0e3da61984c5c2e2aeae40f22f5fa27158c333

Observation c5dc9f8e-d773-4f87-8d6d-0b15ffed1a27 · outbound

This paper cites Reciprocal N-Body Collision Avoidance,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Reciprocal N-Body Collision Avoidance,

Reference 20

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no resolver link, observed 2026-08-05T11:23:25.391455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:23:25.391455Z digest=sha256:a34b4c8d4eda8285c9d3259dcf3dbe10efdb61100c38a31ad11874380e793314

Observation 357cc27d-6238-4131-a6f6-5b4b92e6c438 · outbound

This paper cites BlueSky ATC Simulator Project: An Open Data and Open Source Approach.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method BlueSky ATC Simulator Project: An Open Data and Open Source Approach

Reference 21

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raw_fallback, observed 2026-08-05T11:23:38.870852Z

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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=2026-08-05T11:23:25.527318Z digest=sha256:195f3be51ca63937b73ae32956b11c335b7cd7bdd20468a6a07038b8f81d1219

Observation 261fc4bd-102a-461f-b027-d4c3d9efac42 · outbound

This paper cites BlueSky-Gym: Reinforcement Learning Environments for Air Traffic Applications.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method BlueSky-Gym: Reinforcement Learning Environments for Air Traffic Applications

Reference 22

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raw_fallback, observed 2026-08-05T11:23:38.571902Z

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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=2026-08-05T11:23:25.614861Z digest=sha256:d0c4a715f0a44b11cd4fdb844c82d086db8d56bb28428703a208502d6b76a09f

Observation fe19f499-dc64-41f4-b916-8fd48a940e90 · outbound

This paper cites A Deep Multi-Agent Reinforcement Learning Approach to Autonomous Separation Assurance.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method A Deep Multi-Agent Reinforcement Learning Approach to Autonomous Separation Assurance

Reference 23

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verified exact
local_arxiv, observed 2026-08-05T11:23:30.820177Z

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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=2026-08-05T11:23:25.722780Z digest=sha256:058d7d9328a36136a51f461598b8cc45cbfab2500b6c8cdace833247a8c01221

Observation c76eaed3-721f-4989-99ab-82f9555dd70a · outbound

This paper cites Improving Autonomous Separation Assurance through Distributed Reinforcement Learning with Attention Networks,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Improving Autonomous Separation Assurance through Distributed Reinforcement Learning with Attention Networks,

Reference 24

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verified exact
doi, observed 2026-08-05T11:23:30.547758Z

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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=2026-08-05T11:23:25.759785Z digest=sha256:6a9c99b410f9437b2da5bd90d10b3466c955def19e385a65f591070748e7298f

Observation f12b03d9-f6a2-45f4-82e3-aacecd9e62dd · outbound

This paper cites Automating the resolution of flight conflicts: Deep reinforcement learning in service of air traffic controllers.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Automating the resolution of flight conflicts: Deep reinforcement learning in service of air traffic controllers

Reference 25

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verified exact
local_arxiv, observed 2026-08-05T11:23:30.312841Z

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=2026-08-05T11:23:25.969701Z digest=sha256:e45eecf460eaa415242660da778ada9fb89dd81321f698e23d74066e1b0115e5

Observation 88a59f3d-35bf-4c50-a1fd-8eba70602b12 · outbound

This paper cites Conflict Resolution Strategy Based on Deep Reinforcement Learning for Air Traffic Management,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Conflict Resolution Strategy Based on Deep Reinforcement Learning for Air Traffic Management,

Reference 26

Resolution
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arxiv_id_nonexistent, observed 2026-08-05T11:23:32.909624Z

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=2026-08-05T11:23:26.050861Z digest=sha256:d10bace4096f13b457a6ab0d9dec29a7f08e1ec6447abbb3672c86ce7da13f4e

Observation a48a5042-e1b8-4dc8-b850-99107938b57a · outbound

This paper cites Review of Deep Reinforcement Learning Approaches for Conflict Resolution in Air Traffic Control,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Review of Deep Reinforcement Learning Approaches for Conflict Resolution in Air Traffic Control,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:23:38.317801Z

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=2026-08-05T11:23:26.176619Z digest=sha256:b40b898098e3de0e5627f638a99fc35a919bf15ecf27fafd1be20f93b28c1271

Observation b10e2e56-1fa5-4991-966a-c2bb82709bb3 · outbound

This paper cites Joint Autonomous Decision- Making of Conflict Resolution and Aircraft Scheduling Based on Triple-Aspect Improved Multi- Agent Reinforcement Learning,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Joint Autonomous Decision- Making of Conflict Resolution and Aircraft Scheduling Based on Triple-Aspect Improved Multi- Agent Reinforcement Learning,

Reference 28

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-05T11:23:32.520885Z

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=2026-08-05T11:23:26.407644Z digest=sha256:cc2b9ccd0dc1414768b5a5ea2cf147d8a58b2b96b22a18ffedb15051cd3407ef

Observation 2be6bb74-823f-4b49-b8c4-420e54844cae · outbound

This paper cites Toward Conflict Resolution with Deep Multi-Agent Reinforcement Learning,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Toward Conflict Resolution with Deep Multi-Agent Reinforcement Learning,

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-05T11:23:26.490880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:23:26.490880Z digest=sha256:cf27ffe6e3ccfca8175bb4b37a3f345b46af2264503d5c6f529ed3ecdffa2a83

Observation b01fcc96-d78d-4340-b303-f1de9060ee39 · outbound

This paper cites Physics Informed Deep Reinforcement Learning for Aircraft Conflict Resolution,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Physics Informed Deep Reinforcement Learning for Aircraft Conflict Resolution,

Reference 30

Resolution
verified exact
arxiv_id_nonexistent, observed 2026-08-05T11:23:32.109627Z

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=2026-08-05T11:23:26.597117Z digest=sha256:901e025b9d9d29c447ed834f8f4a90d9af2bdeb6e5085355d46211b2d920fcf5

Observation f09921a6-4e86-4858-be74-b2fb6e9304e2 · outbound

This paper cites Tactical Conflict Solver Assisting Air Traffic Controllers Using Deep Reinforcement Learning,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Tactical Conflict Solver Assisting Air Traffic Controllers Using Deep Reinforcement Learning,

Reference 31

Resolution
verified exact
doi, observed 2026-08-05T11:23:29.734971Z

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=2026-08-05T11:23:26.689032Z digest=sha256:3625d8c9205eadc949218009acf63ce4577ab8b00a62171afb5d9d14bd0f681c

Observation 8f7ea5e4-04a5-4eb3-bd8c-1a22c260787a · outbound

This paper cites Self -Prioritizing Multi-Agent Reinforcement Learning for Conflict Resolution in Air Traffic Control with Limited Instructions,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Self -Prioritizing Multi-Agent Reinforcement Learning for Conflict Resolution in Air Traffic Control with Limited Instructions,

Reference 32

Resolution
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doi, observed 2026-08-05T11:23:29.493788Z

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=2026-08-05T11:23:26.777673Z digest=sha256:a22690172339f34c80b268c3f22be196824b30719f1a0981d32be01baaf39da2

Observation 0fdc4bc9-9797-4d62-97f5-d758e017edb1 · outbound

This paper cites Autonomous Air Traffic Separation Assurance through Machine Learning,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Autonomous Air Traffic Separation Assurance through Machine Learning,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:23:38.117724Z

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=2026-08-05T11:23:26.823053Z digest=sha256:9bfeb93afdc832284c825dfd19605d3b3bfc9d5d645e665915eeba693af9521f

Observation a6ce544b-a38e-4aaf-90e0-75f29f6340e4 · outbound

This paper cites Autonomous Conflict Resolution in Urban Air Mobility: A Deep Multi- Agent Reinforcement Learning Approach,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Autonomous Conflict Resolution in Urban Air Mobility: A Deep Multi- Agent Reinforcement Learning Approach,

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-05T11:23:27.009136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:23:27.009136Z digest=sha256:67a1f899168510c952a03d62eb8b03a225c9b0f80894ea08b4ed25dae616d0c4

Observation 5a92d38e-2135-4747-8bda-095351de8f97 · outbound

This paper cites An Efficient Aircraft Conflict Detection and Resolution Method Based on an Improved Reinforcement Learning Framework,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method An Efficient Aircraft Conflict Detection and Resolution Method Based on an Improved Reinforcement Learning Framework,

Reference 35

Resolution
verified exact
doi, observed 2026-08-05T11:23:28.885248Z

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=2026-08-05T11:23:27.109079Z digest=sha256:9423c853f1a5b60f523d25e6d84acc48f60bc866ff446091690e3bb02f3c3464

Observation 60879a2d-8ee8-47a4-945d-679e181feba9 · outbound

This paper cites Autonomous Aircraft Sequencing and Separation with Hierarchical Deep Reinforcement Learning,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Autonomous Aircraft Sequencing and Separation with Hierarchical Deep Reinforcement Learning,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:23:37.860240Z

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=2026-08-05T11:23:27.200482Z digest=sha256:391e5d45022fd9b0557d93386b069690414ee8bf6e90feca74eefad9eb8f3176

Observation 9a2d0fbf-fb50-4d24-a873-2d156c83b044 · outbound

This paper cites Policy Representation via Diffusion Probability Model for Reinforcement Learning.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Policy Representation via Diffusion Probability Model for Reinforcement Learning

Reference 37

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no resolver link, observed 2026-08-05T11:23:27.271442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:23:27.271442Z digest=sha256:655313f56408a21f73872cdf27562f043a9d26abad26d9c7350bb6ba93073d50

Observation cfacb3a9-9f64-4285-b382-e1bf72ae8d2b · outbound

This paper cites Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning

Reference 38

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no resolver link, observed 2026-08-05T11:23:27.342828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:23:27.342828Z digest=sha256:5b7ab13ec39c470c27b1421f8022d2dfc334f87d55b8be778e967251a5a33dc1

Observation 732187d5-93f6-4e0b-b9bf-a45953edc453 · outbound

This paper cites Diffusion Policy: Visuomotor Policy Learning via Action Diffusion.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Diffusion Policy: Visuomotor Policy Learning via Action Diffusion

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-05T11:23:27.441676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:23:27.441676Z digest=sha256:3cfef639a5c78db4708aeb5536ff2102d0d171b1b63208c60dc1fd8c6cfaee9f

Observation 17617162-4c3b-4b97-b87f-20a020daf4c2 · outbound

This paper cites Is Conditional Generative Modeling all you need for Decision-Making?.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Is Conditional Generative Modeling all you need for Decision-Making?

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-05T11:23:27.519834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:23:27.519834Z digest=sha256:e33c7f7e4880faa0a31573bc1d25d65b01fcc7070ce545db508145951eccdd34

Observation 10825527-42fd-4c95-ad3e-526f24ab2d54 · outbound

This paper cites Efficient Diffusion Policies For Off line Reinforcement Learning,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Efficient Diffusion Policies For Off line Reinforcement Learning,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:23:37.559252Z

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=2026-08-05T11:23:27.600810Z digest=sha256:36c759a1032e50be74773fee393b7037af414ba6e7094ba015eb7dcaa1f0b09f

Observation e18c0bc6-49b1-46a6-b59d-0438466cf568 · outbound

This paper cites Policy-Guided Diffusion.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Policy-Guided Diffusion

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-05T11:23:27.663071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:23:27.663071Z digest=sha256:b6851370df3c0f573bf77e26a591559e281c6734659fefa626e9830e592af1c4

Observation 7b45f7d0-db9f-44ce-8210-96a464c428be · outbound

This paper cites Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-05T11:23:27.730238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:23:27.730238Z digest=sha256:8a981b98f548c0106d32b515a7301726f24d40204d04c1ef786fb3ec7779f0b6

Observation 9bb3ad3f-940e-4f06-ae2a-a7b694e8484f · outbound

This paper cites DreamFuser: Value -Guided Diffusion Policy for Offline Reinforcement Learning,.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method DreamFuser: Value -Guided Diffusion Policy for Offline Reinforcement Learning,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:23:37.344783Z

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=2026-08-05T11:23:27.808367Z digest=sha256:21a4f3cd1d069eab11a9cfd496d6aaeb44650d0dfa63b0832b49d9d010622900

Observation 3a878499-a7a7-4226-bba2-7b32b919e04f · outbound

This paper cites ReDiffuser: Reliable Decision -Making Using a Diffuserwith Confidence Estimation.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method ReDiffuser: Reliable Decision -Making Using a Diffuserwith Confidence Estimation

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T11:23:37.119783Z

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=2026-08-05T11:23:27.890550Z digest=sha256:89be962ad83b997d7cb9e3105f0d047a355ac4d058e42f7736d8adfaed134a20

Observation 2d786222-d7f8-4638-bd94-1b854de13bc4 · outbound

This paper cites Diffusion Models for Reinforcement Learning: A Survey.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Diffusion Models for Reinforcement Learning: A Survey

Reference 46

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no resolver link, observed 2026-08-05T11:23:27.972831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:23:27.972831Z digest=sha256:29354f24836ce52705eede2bad496ed5ddc3076822319c44159f5f9b6e911626

Observation 76f70607-9e13-4e55-8e78-e5f13735988e · outbound

This paper cites Is Exploration All You Need? Effective Exploration Characteristics for Transfer in Reinforcement Learning.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Is Exploration All You Need? Effective Exploration Characteristics for Transfer in Reinforcement Learning

Reference 47

Resolution
verified exact
local_arxiv, observed 2026-08-05T11:23:28.533480Z

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=2026-08-05T11:23:28.047140Z digest=sha256:6d023ca48a58c4b73b7de4b084cc196d3056d76f3f66757a39a6183f07728cef

Observation 2a5910a6-660b-4db7-b60c-31c87cb4cf20 · outbound

This paper cites A Survey of Safe Reinforcement Learning and Constrained MDPs: A Technical Survey on Single-Agent and Multi-Agent Safety.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method A Survey of Safe Reinforcement Learning and Constrained MDPs: A Technical Survey on Single-Agent and Multi-Agent Safety

Reference 48

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unresolved
no resolver link, observed 2026-08-05T11:23:28.145069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:23:28.145069Z digest=sha256:cbebaaf4901b9ca784ab4f8125fcf62d1d22ae54fbb8ec6fd3c91354d072c461

Observation 395f73e3-d288-4f63-a59e-99788dcc5054 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Proximal Policy Optimization Algorithms

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-05T11:23:28.221307Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:23:28.221307Z digest=sha256:b64d979d6b1ff2cee644b0f3cbd3068c167003823b0b41d65e2f4d614b30f7c6

Observation 5593d103-2d9f-4cc6-bb85-ad17f5573ae9 · outbound

This paper cites Addressing Function Approximation Error in Actor-Critic Methods.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Addressing Function Approximation Error in Actor-Critic Methods

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-05T11:23:28.320292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T11:23:28.320292Z digest=sha256:43f5693664d91f93d9cb1974f897611ffe4b98dee81f0dd0e0eddf0b76288cef

Observation a62155f3-b9e5-4883-8ae4-f0fd03210203 · outbound

This paper cites an unresolved cited work.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Unresolved cited work

Reference 294

Resolution
verified exact
doi, observed 2026-08-05T11:23:29.977692Z

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=2026-08-05T11:23:26.353195Z digest=sha256:b8ac49b8751eb357b06aff2e4d5581ea0b933671fb57b530c201aef319433bac

Observation 3d2ad316-b6f0-4c94-9ede-097afd6cfd44 · outbound

This paper cites an unresolved cited work.

Diffusion-RL Based Air Traffic Conflict Detection and Resolution Method Unresolved cited work

Reference 3204

Resolution
verified exact
doi, observed 2026-08-05T11:23:29.170547Z

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=2026-08-05T11:23:26.915107Z digest=sha256:aa6757e650c43aa15378132b4d0289d569c66c5ac6c9798d0d40f8fd6bc79007

Pith citing papers

No inbound Pith citation observations are available.