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Paper Citation Record · LEDGER

AgilePilot: DRL-Based Drone Agent for Real-Time Motion Planning in Dynamic Environments by Leveraging Object Detection

As of 23 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2502.06725.

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

pith.paper-citation-record.v1
2502.06725 v2

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T14:34:39.863016Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

20 of 20 outbound references displayed

  • verified exact2
  • verified fuzzy16
  • unresolved1
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c2d608a7-36aa-4ca3-8d05-a2d72fe0a3b3 · outbound

This paper cites Au- tonomous drone racing with deep reinforcement learning,.

AgilePilot: DRL-Based Drone Agent for Real-Time Motion Planning in Dynamic Environments by Leveraging Object Detection Au- tonomous drone racing with deep reinforcement learning,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:34:40.167526Z

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.

source=pdf_text observed=2026-08-08T14:34:39.781089Z digest=sha256:5d91178f5f4352076f04d50171a8a372745ab4bc95e0eab4671d1ae5b3a80247

Observation 6a9d994b-ec7a-435d-9829-d1bf934808fa · outbound

This paper cites Beauty and the beast: Optimal methods meet learning for drone racing,.

AgilePilot: DRL-Based Drone Agent for Real-Time Motion Planning in Dynamic Environments by Leveraging Object Detection Beauty and the beast: Optimal methods meet learning for drone racing,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:34:40.154871Z

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.

source=pdf_text observed=2026-08-08T14:34:39.786153Z digest=sha256:dad53d17351b54862b07c03cea1686f874c95d754ee743ca99082a69b8238e45

Observation 49292eb7-2bc1-4cf9-883a-fd8a5fb1c6af · outbound

This paper cites Champion-level drone racing using deep reinforcement learning,.

AgilePilot: DRL-Based Drone Agent for Real-Time Motion Planning in Dynamic Environments by Leveraging Object Detection Champion-level drone racing using deep reinforcement learning,

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-08T14:34:39.790632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T14:34:39.790632Z digest=sha256:1a4a2bf5ec9ca5d75f68ed37e4d25883f88a3c0601eae52a98704a946431d9dc

Observation 755e088d-3a3b-4372-99f9-43928519aa55 · outbound

This paper cites Sim-to-real deep reinforcement learning based obstacle avoidance for uavs under measurement uncer- tainty,.

AgilePilot: DRL-Based Drone Agent for Real-Time Motion Planning in Dynamic Environments by Leveraging Object Detection Sim-to-real deep reinforcement learning based obstacle avoidance for uavs under measurement uncer- tainty,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:34:40.141852Z

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.

source=pdf_text observed=2026-08-08T14:34:39.795108Z digest=sha256:1e6812de4a613021c966950fccd18589d371dea7066a6fdddba48f6300049ecf

Observation 75743027-6d64-4405-94b9-65ed5c20ba59 · outbound

This paper cites Drone navigation and avoidance of obstacles through deep reinforcement learning,.

AgilePilot: DRL-Based Drone Agent for Real-Time Motion Planning in Dynamic Environments by Leveraging Object Detection Drone navigation and avoidance of obstacles through deep reinforcement learning,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:34:40.128031Z

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.

source=pdf_text observed=2026-08-08T14:34:39.799533Z digest=sha256:9f4653b2f4b1cf308a19f3935f8be615a8bb8fbb0078c23c8e867bc7119d4507

Observation f9c973be-2a61-4698-9ccc-1132ef71ef8b · outbound

This paper cites RESC: A Reinforcement Learning Based Search-to-Control Framework for Quadrotor Local Planning in Dense Environments.

AgilePilot: DRL-Based Drone Agent for Real-Time Motion Planning in Dynamic Environments by Leveraging Object Detection RESC: A Reinforcement Learning Based Search-to-Control Framework for Quadrotor Local Planning in Dense Environments

Reference 6

Resolution
verified exact
local_arxiv, observed 2026-08-08T14:34:39.926733Z

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.

source=pdf_text observed=2026-08-08T14:34:39.803761Z digest=sha256:9823c36eee30bdf85f628c6cf5d436dcf2af7a636fb7e79399d5582c257465a6

Observation 0af89ea2-2085-473a-b28c-c031ce86fb27 · outbound

This paper cites A new approach for drone tracking with drone using proximal policy optimization based distributed deep reinforcement learning,.

AgilePilot: DRL-Based Drone Agent for Real-Time Motion Planning in Dynamic Environments by Leveraging Object Detection A new approach for drone tracking with drone using proximal policy optimization based distributed deep reinforcement learning,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:34:40.114734Z

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.

source=pdf_text observed=2026-08-08T14:34:39.808865Z digest=sha256:8a0df635aec0f215c8cf707a2f7b74b0474d78ba4720e5aa6a69b3243bd5bb27

Observation d3cdc1b2-846d-4315-b19f-8817bf26c8f7 · outbound

This paper cites Long-term planning with deep reinforcement learning on autonomous drones,.

AgilePilot: DRL-Based Drone Agent for Real-Time Motion Planning in Dynamic Environments by Leveraging Object Detection Long-term planning with deep reinforcement learning on autonomous drones,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:34:40.101203Z

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.

source=pdf_text observed=2026-08-08T14:34:39.813247Z digest=sha256:56bad627a28a85c927de9fbf28f1a4dbacc0c599456bf351c60782ce8349f532

Observation cd4ec8ba-9fd1-46aa-a4ae-405305dd764c · outbound

This paper cites Smooth trajectory collision avoidance through deep reinforcement learning,.

AgilePilot: DRL-Based Drone Agent for Real-Time Motion Planning in Dynamic Environments by Leveraging Object Detection Smooth trajectory collision avoidance through deep reinforcement learning,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:34:40.086974Z

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.

source=pdf_text observed=2026-08-08T14:34:39.817385Z digest=sha256:5f39e2305f2402c11534e0a20cd52a0dea5262b4db4f4316e118b929f6662a61

Observation 58789b4a-e576-4398-8bae-7c1c1efc4d83 · outbound

This paper cites Swarm of micro flying robots in the wild,.

AgilePilot: DRL-Based Drone Agent for Real-Time Motion Planning in Dynamic Environments by Leveraging Object Detection Swarm of micro flying robots in the wild,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:34:40.072502Z

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.

source=pdf_text observed=2026-08-08T14:34:39.821326Z digest=sha256:59fabd7e99cce4498f125dd486c2ea09334a09efaefcb53644c9674de5e3de13

Observation 03eaa9ce-1de0-41bd-bce7-04fefa2dc712 · outbound

This paper cites A multi-stage deep reinforcement learning with search-based optimization for air–ground unmanned system navigation,.

AgilePilot: DRL-Based Drone Agent for Real-Time Motion Planning in Dynamic Environments by Leveraging Object Detection A multi-stage deep reinforcement learning with search-based optimization for air–ground unmanned system navigation,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:34:40.044375Z

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.

source=pdf_text observed=2026-08-08T14:34:39.829790Z digest=sha256:ed0705e11f5fa6be252723f1a9e5e20d47b5fc1f420d195c671f714265285e3f

Observation 7ecdcfdf-c09f-4086-b898-ea703e312de0 · outbound

This paper cites Uav path planning based on random obstacle training and linear soft update of drl in dense urban environment,.

AgilePilot: DRL-Based Drone Agent for Real-Time Motion Planning in Dynamic Environments by Leveraging Object Detection Uav path planning based on random obstacle training and linear soft update of drl in dense urban environment,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:34:40.030021Z

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.

source=pdf_text observed=2026-08-08T14:34:39.834701Z digest=sha256:7bc1fb9a2cc2dc3d90e89055f536709a0d981ca9bee3fe7a9c0e093e60d7b257

Observation bec9a078-7f24-40ad-97d7-5c6b85b7606d · outbound

This paper cites DRL-based Path Planner and its Application in Real Quadrotor with LIDAR,.

AgilePilot: DRL-Based Drone Agent for Real-Time Motion Planning in Dynamic Environments by Leveraging Object Detection DRL-based Path Planner and its Application in Real Quadrotor with LIDAR,

Reference 13

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verified exact
doi, observed 2026-08-08T14:34:39.897359Z

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.

source=pdf_text observed=2026-08-08T14:34:39.838713Z digest=sha256:bbe1ebb969c6301268f33884a0e3baedbafdcf4306d3ba8a8575e98936871267

Observation e929000d-f79c-4229-86c8-2bb8f6b54767 · outbound

This paper cites Lander.ai: Drl-based autonomous drone landing on moving 3d surface in the presence of aerodynamic disturbances,.

AgilePilot: DRL-Based Drone Agent for Real-Time Motion Planning in Dynamic Environments by Leveraging Object Detection Lander.ai: Drl-based autonomous drone landing on moving 3d surface in the presence of aerodynamic disturbances,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:34:40.015631Z

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.

source=pdf_text observed=2026-08-08T14:34:39.842984Z digest=sha256:d9468f2213966d62480751e000b5e7d0f25c0d89dce20b3817298ddd9c40bf5a

Observation 6bde4124-9521-4adb-828c-24f24de4e5e7 · outbound

This paper cites Mar- lander: A local path planning for drone swarms using multiagent deep reinforcement learning,.

AgilePilot: DRL-Based Drone Agent for Real-Time Motion Planning in Dynamic Environments by Leveraging Object Detection Mar- lander: A local path planning for drone swarms using multiagent deep reinforcement learning,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:34:39.999914Z

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.

source=pdf_text observed=2026-08-08T14:34:39.847081Z digest=sha256:253f49875092f81a35fe8bb899cb0a5510ebeb3fa479d348021918bbfcf31028

Observation 50d0b28c-f815-47f1-8a72-85bd5935148b · outbound

This paper cites Omnirace: 6d hand pose estimation for intuitive guidance of racing drone,.

AgilePilot: DRL-Based Drone Agent for Real-Time Motion Planning in Dynamic Environments by Leveraging Object Detection Omnirace: 6d hand pose estimation for intuitive guidance of racing drone,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:34:39.984746Z

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.

source=pdf_text observed=2026-08-08T14:34:39.851064Z digest=sha256:9ac0de07c9bf6ceeb5652e97bfaf2b0c889a91bb0c16f1d841fcb84627afc4d8

Observation 5f35b30b-732b-4384-8382-1c8ceefacace · outbound

This paper cites Learning to fly—a gym environment with pybullet physics for reinforcement learning of multi-agent quadcopter control,.

AgilePilot: DRL-Based Drone Agent for Real-Time Motion Planning in Dynamic Environments by Leveraging Object Detection Learning to fly—a gym environment with pybullet physics for reinforcement learning of multi-agent quadcopter control,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:34:39.970218Z

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.

source=pdf_text observed=2026-08-08T14:34:39.855066Z digest=sha256:1ba0d9e2fc3e63f82be6bceb0e328632c9b506b7bc05acd626fc23341d22b3a7

Observation 8849f838-ef01-4fd5-9fac-c768f2b91702 · outbound

This paper cites Adaptive motion planning with artificial potential fields using a prior path,.

AgilePilot: DRL-Based Drone Agent for Real-Time Motion Planning in Dynamic Environments by Leveraging Object Detection Adaptive motion planning with artificial potential fields using a prior path,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:34:39.955396Z

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.

source=pdf_text observed=2026-08-08T14:34:39.859062Z digest=sha256:3edc001e0756b6495bce8b93592ef6b5ec9d97efd28fde4491e1812d94107e65

Observation d62e9175-fb83-4edf-862a-f0909b90cd6e · outbound

This paper cites A dynamic artificial potential field (d- apf) uav path planning technique for following ground moving targets,.

AgilePilot: DRL-Based Drone Agent for Real-Time Motion Planning in Dynamic Environments by Leveraging Object Detection A dynamic artificial potential field (d- apf) uav path planning technique for following ground moving targets,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T14:34:39.941425Z

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.

source=pdf_text observed=2026-08-08T14:34:39.863016Z digest=sha256:498a20d2d7653d1ba2417e3dd31179705ce4093f25f9373bd38882d4e661b55f

Observation ec29e22e-37a3-43ec-b8fd-b3a6d1eaa8a2 · outbound

This paper cites Available: https://www.science.org/doi/abs/10.1126/ scirobotics.abm5954.

AgilePilot: DRL-Based Drone Agent for Real-Time Motion Planning in Dynamic Environments by Leveraging Object Detection Available: https://www.science.org/doi/abs/10.1126/ scirobotics.abm5954

Reference 2022

Resolution
malformed identifier
raw_fallback, observed 2026-08-08T14:34:40.058507Z

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.

source=pdf_text observed=2026-08-08T14:34:39.825525Z digest=sha256:cbf51dea459674d221832974375935bc9e0195da5cdf207066820f08841d8fc5

Pith citing papers

No inbound Pith citation observations are available.