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Paper Citation Record · LEDGER

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter

As of 13 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2412.14003.

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

pith.paper-citation-record.v1
2412.14003 v2

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T12:42:29.163601Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

26 of 26 outbound references displayed

  • verified exact6
  • verified fuzzy4
  • unresolved14
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 30393e72-33a3-4462-aa49-4684d1d90726 · outbound

This paper cites Robust Stability of Neural Network-controlled Nonlinear Systems with Parametric Variability.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Robust Stability of Neural Network-controlled Nonlinear Systems with Parametric Variability

Reference 1

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verified exact
local_arxiv, observed 2026-08-11T12:42:29.940503Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 16e6ad4e-8253-4f60-b980-f551e479c7f4 · outbound

This paper cites Learn by Observation: Imitation Learning for Drone Patrolling from Videos of A Human Navigator.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Learn by Observation: Imitation Learning for Drone Patrolling from Videos of A Human Navigator

Reference 2

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local_arxiv, observed 2026-08-11T12:42:29.921446Z

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Observation 5db8cea3-c6e2-4337-92d8-10f892cef80b · outbound

This paper cites Visual imitation learning for robot manipulation,.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Visual imitation learning for robot manipulation,

Reference 3

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source=pdf_text observed=2026-08-11T12:42:29.065560Z digest=sha256:e0e4ed1b9094cf1bc197242a5fe17a6d3173e333291459f0af72b7bf4c0e9d7e

Observation f6220b4c-9ebd-472c-8530-d69a9d8386cf · outbound

This paper cites an unresolved cited work.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Unresolved cited work

Reference 4

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source=pdf_text observed=2026-08-11T12:42:29.071108Z digest=sha256:fdc24f0f4092164b50f08129a4313581acb23a5f018944a9372d650792569709

Observation f5823ddb-b50f-4a7d-b730-9943da548d0f · outbound

This paper cites Efficient and Accurate Estimation of Lipschitz Constants for Deep Neural Networks.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Efficient and Accurate Estimation of Lipschitz Constants for Deep Neural Networks

Reference 5

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source=pdf_text observed=2026-08-11T12:42:29.075947Z digest=sha256:09e0e55b91fc9780f2e3cc4f0b2dbf7a82c50252c7638958d4016ed4f6c17602

Observation 5e945c2a-e6e0-4bb7-86d8-a1dfc0f5b7f9 · outbound

This paper cites Control of a quadrotor with reinforcement learning,.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Control of a quadrotor with reinforcement learning,

Reference 6

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source=pdf_text observed=2026-08-11T12:42:29.080907Z digest=sha256:b9b6351b3610e6f6abd01590e70d6ec18f51b7d864e524ac0aa7b977010ee4d3

Observation 9bf30a22-bc4d-40ea-89ab-547b0611f532 · outbound

This paper cites Reinforcement learning for uav attitude control,.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Reinforcement learning for uav attitude control,

Reference 7

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source=pdf_text observed=2026-08-11T12:42:29.085704Z digest=sha256:cc490cca36787ce1c08482d60605b296c70279613250537b0ee6d603e92d6d7b

Observation 72d46971-64a4-40e3-8817-26b801079d58 · outbound

This paper cites Sim- to-real quadrotor landing via sequential deep q-networks and domain randomization,.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Sim- to-real quadrotor landing via sequential deep q-networks and domain randomization,

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 0f7d4881-62be-4072-aa71-f8f3d6dc9a93 · outbound

This paper cites Robust Deep Reinforcement Learning for Quadcopter Control.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Robust Deep Reinforcement Learning for Quadcopter Control

Reference 9

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local_arxiv, observed 2026-08-11T12:42:29.813161Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T12:42:29.093723Z digest=sha256:3e5fb973c64f0afdbaa443de48aedec3d36ea60eaa2d9e3d72cbf624edeed43d

Observation c83c9c6f-ad13-4e46-b1a1-fffe9ad8cadb · outbound

This paper cites Lyapunov-stable neural-network control.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Lyapunov-stable neural-network control

Reference 10

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Observation f7ad6d26-5b24-4e22-bfb7-f782a7f92de0 · outbound

This paper cites Neural Lyapunov Control.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Neural Lyapunov Control

Reference 11

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local_arxiv, observed 2026-08-11T12:42:29.779495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

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Observation 6c51105f-dbac-4406-9cb5-4bac204e2f43 · outbound

This paper cites Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees

Reference 12

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verified exact
local_arxiv, observed 2026-08-11T12:42:29.760424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T12:42:29.107638Z digest=sha256:057b6ea28ab4808c0509e0630705277c22b36e97ba0372339cab46d8bc531d7e

Observation 4461cf47-362b-48d7-b403-a3d43a75bcd4 · outbound

This paper cites Neural Lyapunov Control for Discrete-Time Systems.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Neural Lyapunov Control for Discrete-Time Systems

Reference 13

Resolution
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local_arxiv, observed 2026-08-11T12:42:29.742004Z

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T12:42:29.111859Z digest=sha256:98d9313c4ebbe844f5d3f3cbd19850221bdc951bc6941b69f9acc95f62365434

Observation 097ad1c0-47d9-465c-be82-f731e2d1ddde · outbound

This paper cites Lyapunov-stable Neural Control for State and Output Feedback: A Novel Formulation.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Lyapunov-stable Neural Control for State and Output Feedback: A Novel Formulation

Reference 14

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source=pdf_text observed=2026-08-11T12:42:29.115738Z digest=sha256:02fb31248dfb00612be089125128a901593cc345e58db0a2f96992a5e6c3c2e3

Observation ffebc83f-5e2b-48ba-a04a-856d516851b5 · outbound

This paper cites Control-theoretic analysis of smoothness for stability-certified reinforcement learning,.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Control-theoretic analysis of smoothness for stability-certified reinforcement learning,

Reference 15

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T12:42:29.119834Z digest=sha256:ce7e817242960f6652a7d764eaf8217ea00b2fc6536ed9939e88f220f8e382fb

Observation 928c8624-5cea-4d71-955c-f02c6a4d0e7e · outbound

This paper cites Safety verification and robustness analysis of neural networks via quadratic constraints and semidefinite programming,.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Safety verification and robustness analysis of neural networks via quadratic constraints and semidefinite programming,

Reference 16

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Observation 14393123-29d5-42c4-bcb4-aad9f813754c · outbound

This paper cites Stability analysis using quadratic con- straints for systems with neural network controllers,.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Stability analysis using quadratic con- straints for systems with neural network controllers,

Reference 17

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source=pdf_text observed=2026-08-11T12:42:29.127450Z digest=sha256:52038d85b9854d4f550d6ec8e35170cb2dd269869ed28c08db762bf32768fdb9

Observation 6ba166fb-d0c0-4dd7-9a9f-3b910eb39570 · outbound

This paper cites Model- ing and pid cascade control of a quadcopter for trajectory tracking,.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Model- ing and pid cascade control of a quadcopter for trajectory tracking,

Reference 18

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source=pdf_text observed=2026-08-11T12:42:29.130987Z digest=sha256:3e64f43ace792f7875bb4c38b2e0777129ea492eaa10d901aebae42e31c7136f

Observation 1f432c87-771e-4f83-9a11-06d40a079245 · outbound

This paper cites Khalil, Nonlinear Control , ser.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Khalil, Nonlinear Control , ser

Reference 19

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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

source=pdf_text observed=2026-08-11T12:42:29.134865Z digest=sha256:3dececc95ef08cfabe56c86fbb540bf180b40b36a7e4e18c01a8b888a6fdd3b7

Observation 251c6fda-bfb6-4840-89d3-c6653e1707a2 · outbound

This paper cites Regularisation of Neural Networks by Enforcing Lipschitz Continuity.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Regularisation of Neural Networks by Enforcing Lipschitz Continuity

Reference 20

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Observation 7e1be44a-ee40-47cf-a213-95a9adcaa1e8 · outbound

This paper cites 3DR Iris - the ready to fly UAV Quadcopter — arducopter.co.uk,.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter 3DR Iris - the ready to fly UAV Quadcopter — arducopter.co.uk,

Reference 21

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Observation 53efa3eb-77ed-49ee-918e-3c97ad834b09 · outbound

This paper cites Aerodynamic effects compensation on multi-rotor uavs based on a neural network control allocation approach,.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Aerodynamic effects compensation on multi-rotor uavs based on a neural network control allocation approach,

Reference 22

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source=pdf_text observed=2026-08-11T12:42:29.146782Z digest=sha256:30b4293b7963db4ac592a8eab7da326e3554c17800c852b37705bfe4bdcc6566

Observation 51ad6770-ba11-4444-8814-09263cacec8f · outbound

This paper cites Proximal Policy Optimization Algorithms.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Proximal Policy Optimization Algorithms

Reference 23

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source=pdf_text observed=2026-08-11T12:42:29.151039Z digest=sha256:faf78d28c9700277946bc337e4785945cebb3ee41172792613dcf347147a0ca0

Observation c5552392-259e-4c34-85c8-d56912a816e8 · outbound

This paper cites High-Dimensional Continuous Control Using Generalized Advantage Estimation.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter High-Dimensional Continuous Control Using Generalized Advantage Estimation

Reference 24

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source=pdf_text observed=2026-08-11T12:42:29.155700Z digest=sha256:3ac905d91bc2766fcaf89c4f4a09446314c50c9a91b5f4508b73723df6e80129

Observation 19e0c087-6536-49eb-82dc-3f2ad743c63e · outbound

This paper cites Trust Region Policy Optimization.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Trust Region Policy Optimization

Reference 25

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source=pdf_text observed=2026-08-11T12:42:29.159603Z digest=sha256:a9d146ae96c9a6ec0df7677a13a6a996f75239bfe4531a87762e239b81cd6eca

Observation 535aa898-0df3-4970-b846-b0fcfbe71ff6 · outbound

This paper cites Minimum snap trajectory generation and control for quadrotors,.

Robust Optimal Safe and Stability Guaranteeing Reinforcement Learning Control for Quadcopter Minimum snap trajectory generation and control for quadrotors,

Reference 26

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