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Paper Citation Record · LEDGER

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN

As of 8 August 2026, this Paper Citation Record lists 63 of 63 outbound references and 0 inbound Pith citation observations for arXiv:2506.01226.

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

pith.paper-citation-record.v1
2506.01226 v3

Coverage vector

measured 63 of 63 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:00:47.176506Z

measured 63 of 63 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

63 of 63 outbound references displayed

  • verified exact1
  • verified fuzzy54
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8375fa20-85d8-45e5-bf6a-a42cd1595305 · outbound

This paper cites Mastering the game of Go without human knowledge,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Mastering the game of Go without human knowledge,

Reference 1

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation b4ce9908-fd4e-4ca9-982f-54c0887898e4 · outbound

This paper cites Deep reinforcement learning for robotics: A survey of real- world successes,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Deep reinforcement learning for robotics: A survey of real- world successes,

Reference 2

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verified fuzzy
raw_fallback, observed 2026-08-07T12:00:49.009257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation d41aeff8-665d-4b4c-9869-81ca05479932 · outbound

This paper cites Magnetic control of tokamak plasmas through deep reinforcement learning,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Magnetic control of tokamak plasmas through deep reinforcement learning,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:49.001508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:46.808097Z digest=sha256:8dcb2e1c97176648d338db7fe20fa9f1bdc813fcceeef9c20a41ffc6b2a8f708

Observation dbe8283c-f541-40a3-9382-1b7d54748eea · outbound

This paper cites an unresolved cited work.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Unresolved cited work

Reference 4

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unresolved
raw_fallback, observed 2026-08-07T12:00:48.993484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:46.824003Z digest=sha256:86ab1f7f17484a87f86d51857fa593df4a2641ced237419bb03a331046173abc

Observation 36b3fd13-6751-4811-bbc4-af873c4d3955 · outbound

This paper cites Simple statistical gradient-following algorithms for connectionist reinforcement learning,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Simple statistical gradient-following algorithms for connectionist reinforcement learning,

Reference 5

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unresolved
no resolver link, observed 2026-08-07T12:00:46.987743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:00:46.987743Z digest=sha256:f1e38da4fe6fa508349c9c2d23c49500b711e1027fce649a32d41266d0d07ca0

Observation 079108aa-7484-41c0-a94e-999f5297df81 · outbound

This paper cites Meyn,Control systems and reinforcement learning.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Meyn,Control systems and reinforcement learning

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:48.982525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.005774Z digest=sha256:bd8939c9e51933fe9e68cb670360e74e7c6fc6c29f4a64b66185dac96ed64723

Observation 50103aa0-9e07-4ae4-9a98-163010164aed · outbound

This paper cites Proximal Policy Optimization Algorithms.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Proximal Policy Optimization Algorithms

Reference 7

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no resolver link, observed 2026-08-07T12:00:47.008314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:00:47.008314Z digest=sha256:5e9abdf38b39e2d453a2e7f7b85b923a4eede352db0742907af0bf1fc6546535

Observation 9b97e123-e3cb-4919-9c66-c3a44da7f286 · outbound

This paper cites Accelerated policy learning with parallel differentiable simulation,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Accelerated policy learning with parallel differentiable simulation,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:48.974200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.011354Z digest=sha256:9d0bded6061156441d0586e421cd04881641fcd4a6c015ad3254cb0873c0544b

Observation 47734be1-60d6-41dd-9200-b6374dad371b · outbound

This paper cites Do differentiable simulators give better policy gradients?.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Do differentiable simulators give better policy gradients?

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:48.966019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.014131Z digest=sha256:2a23d95b9ffce807a2c1aea7cbddaf6c70cf646341a1660ddfa8fb2ffac1307e

Observation f1b1041d-423a-4db5-bdbf-898f21b0ccf4 · outbound

This paper cites Brax – a differentiable physics engine for large scale rigid body simulation,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Brax – a differentiable physics engine for large scale rigid body simulation,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:48.957328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.016847Z digest=sha256:500aa14c8858f2e71481af25437316bf157be992c14c7ec3f51af7391c6174ff

Observation 135ac609-4c7f-4866-93da-47a323ae5318 · outbound

This paper cites Dojo: A Differentiable Physics Engine for Robotics.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Dojo: A Differentiable Physics Engine for Robotics

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T12:00:47.019186Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:00:47.019186Z digest=sha256:531a8e04eba38570a1687d495d1de848bb68d62bc778fbe25c09c6a4f84f4398

Observation a2317d93-7166-46f2-bbf5-e692dd40aca7 · outbound

This paper cites Neural networks in the loop: Learning with stability and robustness guarantees,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Neural networks in the loop: Learning with stability and robustness guarantees,

Reference 12

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unresolved
no resolver link, observed 2026-08-07T12:00:47.022575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:00:47.022575Z digest=sha256:faf924f2acd2dff9e63e6aaddb53c7e9bbd18bc651ddfdba785ccd586e2cccd2

Observation df44c17d-d346-4661-91c7-b3c2f3ad9a61 · outbound

This paper cites Residual Policy Learning.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Residual Policy Learning

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T12:00:47.025855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:00:47.025855Z digest=sha256:e93fe0b04fa18c60680afc00389305e896341b070a43ed2c959d7cce671fcf87

Observation 5081aab8-1b41-4760-9d98-61e727defc15 · outbound

This paper cites Residual reinforcement learning for robot control,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Residual reinforcement learning for robot control,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:48.945197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 39395617-353d-4577-b254-3451a2b58b4c · outbound

This paper cites Residual policy learning for perceptive quadruped control using differentiable simulation,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Residual policy learning for perceptive quadruped control using differentiable simulation,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:48.937048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.032697Z digest=sha256:1a4b4aad89167d55538cd02557ed87baa4a08ef2ee85f09ef8c94647a3a05b80

Observation 6190c6b9-c035-44d7-862c-9318627d4d0f · outbound

This paper cites Modern Wiener-Hopf design of optimal controllers — Part II: The multivariable case,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Modern Wiener-Hopf design of optimal controllers — Part II: The multivariable case,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:48.928900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 65fc973f-d2a5-415a-a97f-1f89da6a6f81 · outbound

This paper cites From Youla-Kucera to identification, adaptive and nonlinear control,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN From Youla-Kucera to identification, adaptive and nonlinear control,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:48.920467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 92090fe2-50fa-49fe-b598-d95d50b4f075 · outbound

This paper cites Advances in Youla- Kuˇcera parametrization: A review,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Advances in Youla- Kuˇcera parametrization: A review,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:48.912425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation ad368b19-8ae5-410c-a42c-85a2c73ce976 · outbound

This paper cites Stability of discrete linear feedback systems,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Stability of discrete linear feedback systems,

Reference 19

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raw_fallback, observed 2026-08-07T12:00:48.905599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 05551cea-86c7-42a0-8bc0-d3e7f40de8ce · outbound

This paper cites an unresolved cited work.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Unresolved cited work

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation fe412383-9ee3-46f5-b663-cb2ed1a6da53 · outbound

This paper cites Feedback controller parameterizations for reinforcement learning,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Feedback controller parameterizations for reinforcement learning,

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.048914Z digest=sha256:8f3c057c4bb9e324bae61c2d37b3dc838dfa6bcf25bcfd3bf3426732ed0d1b0e

Observation 8f086fc8-7c19-4d43-9633-9c1c9e0b235c · outbound

This paper cites Matrix interpolation theory and optimal control,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Matrix interpolation theory and optimal control,

Reference 22

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raw_fallback, observed 2026-08-07T12:00:48.880366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.051668Z digest=sha256:a4e66b6844e4369a49ab61ad69be2f38b773dcf2a2e35cb326077a70f94b3c46

Observation bc95fbfc-21ea-4905-aa56-18a455a274f0 · outbound

This paper cites Feedback and optimal sensitivity: Model reference trans- formations, multiplicative seminorms, and approximate inverses,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Feedback and optimal sensitivity: Model reference trans- formations, multiplicative seminorms, and approximate inverses,

Reference 23

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verified fuzzy
raw_fallback, observed 2026-08-07T12:00:48.871289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 087f65dd-7c2a-403a-bb70-c5dba7ede755 · outbound

This paper cites Internal model control. a unifying review and some new results,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Internal model control. a unifying review and some new results,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:48.861318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation eead0847-7a46-4ebb-9033-27954a598dbe · outbound

This paper cites Optimization over state feedback policies for robust control with constraints,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Optimization over state feedback policies for robust control with constraints,

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:48.851717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.059527Z digest=sha256:bc89b3d67283ee8ebf89a762eb494bf6ecff9d0c1c3f6548758208aa3fba7eee

Observation ff10bef9-59de-4cda-a35d-5830ec08c32d · outbound

This paper cites Improper learning for non- stochastic control,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Improper learning for non- stochastic control,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:48.841434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.063096Z digest=sha256:6cc817527eac71b1dc773a0186f2e5270d22f28a8c6704bb5251c41ac148807d

Observation 0cff506d-2cad-4cdb-afc5-7da75119abdc · outbound

This paper cites Global parametrization of feedback systems with nonlinear plants,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Global parametrization of feedback systems with nonlinear plants,

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:48.832979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.065993Z digest=sha256:41f96735fe17a6ffe642d517a3c1dba8671d429afe84a4844acf14a2ffe1bdb2

Observation 7b1c6c40-8093-4a83-b72a-15ff4a3ac576 · outbound

This paper cites Two-step compensation of nonlinear systems,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Two-step compensation of nonlinear systems,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:48.824440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.068782Z digest=sha256:5f899672bc217f9631af6c6b190d7c6922e7d984851ec9af8686424129e876d8

Observation ad7cb916-e3d4-47a0-9174-f6b1b4577fed · outbound

This paper cites Smooth stabilization implies coprime factorization,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Smooth stabilization implies coprime factorization,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:48.816480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.071512Z digest=sha256:4466993bb905126745b198af1d86f46f35436636cff4c8a55ed1e3f7d644110c

Observation 4281b207-cf89-4989-91c1-f39c41fe055d · outbound

This paper cites Left coprime factorizations and a class of stabilizing controllers for nonlinear systems,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Left coprime factorizations and a class of stabilizing controllers for nonlinear systems,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:48.808170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.074279Z digest=sha256:7fbd7d1e7ac70d0ba775b6e3f35a390dc383df693543dbded3d1e3cbead117cd

Observation 8bf6c99d-6d93-40f4-9403-6a7868370f73 · outbound

This paper cites On the Youla-Kucera parametrization for nonlinear systems,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN On the Youla-Kucera parametrization for nonlinear systems,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:48.799735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.078080Z digest=sha256:67c321f267bb5a75101692cef4d75f221449047364d8c4f441d2803fec08c50d

Observation 92eb5a8b-7d47-4e6e-b622-572aa7237f7a · outbound

This paper cites The class of stabilizing nonlinear plant controller pairs,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN The class of stabilizing nonlinear plant controller pairs,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:48.791219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.080937Z digest=sha256:c29c7b6e4a86f90325bb7451a51831c477430013ad49d42bcc4635765a403e9f

Observation 4c5312c8-1d01-4669-8348-7b36051ff091 · outbound

This paper cites Characterization of all nonlinear stabiliz- ing controllers via observer-based kernel representations,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Characterization of all nonlinear stabiliz- ing controllers via observer-based kernel representations,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:48.694413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.083956Z digest=sha256:81fce81adde8d712c25dc3e323a9216e6df00fb795e91744ba8f839ed664161f

Observation f8782489-147a-421e-8a23-5f242efd5b0c · outbound

This paper cites A state-space approach to parameterization of stabilizing controllers for nonlinear systems,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN A state-space approach to parameterization of stabilizing controllers for nonlinear systems,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.445934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.087339Z digest=sha256:def4415a02ca36d16746ca8561e006890761d2d5dd6a28525b6fd1f5d7b3a8f2

Observation cca5f911-9c25-46ff-a64e-007bf0997fb5 · outbound

This paper cites Parametrization of all stabilizing con- trollers of nonlinear systems,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Parametrization of all stabilizing con- trollers of nonlinear systems,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.437491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.090438Z digest=sha256:35eecf37ce90bac0fdfe928c39e84f80b93e5885b863ca714d1b7b2a10f712a6

Observation 47eb6893-77e3-4f4f-b612-210526b3cecc · outbound

This paper cites On contraction analysis for non-linear systems,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN On contraction analysis for non-linear systems,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.429781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.093112Z digest=sha256:dca2690a67f8b0417a377b8055c7d9a1cc98f2b21470ce5917dbe945e14ebb1f

Observation 12bd2798-7624-4023-af9b-108e8a7604aa · outbound

This paper cites Direct parameterization of Lipschitz- bounded deep networks,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Direct parameterization of Lipschitz- bounded deep networks,

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.423055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.095997Z digest=sha256:be4f63a27efca1773a664a1acb23974eca0556158cebac162f332720ee6267f4

Observation df3f16a5-fd9f-4e32-84f8-3b1021ab1180 · outbound

This paper cites Convex optimization in identification of stable non-linear state space models,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Convex optimization in identification of stable non-linear state space models,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.414863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.099133Z digest=sha256:1e896359bec0e636b27f8ec38d7e173d6535a17e1e7a0e2d5f626646b7681630

Observation d501f564-6cbc-4ae0-8019-130be59d7c5d · outbound

This paper cites Convex parame- terizations and fidelity bounds for nonlinear identification and reduced- order modelling,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Convex parame- terizations and fidelity bounds for nonlinear identification and reduced- order modelling,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.406659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.102558Z digest=sha256:9d51eb8a609878135b36afd07d8421d65b5b40908eb91901e34034acb37c2e2b

Observation 19692c0c-a01d-4018-9474-2f6502164821 · outbound

This paper cites A convex parameterization of robust recurrent neural networks,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN A convex parameterization of robust recurrent neural networks,

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.398516Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.105832Z digest=sha256:ce4dff7fd04fe82415e1b8e49da0c480042316d115387d9cd24659cbc3981316

Observation 25a44506-c537-4b6f-8465-10cdb9a5b7a8 · outbound

This paper cites Specialized interior-point algo- rithm for stable nonlinear system identification,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Specialized interior-point algo- rithm for stable nonlinear system identification,

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.390255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.108534Z digest=sha256:b2731afaea7e16f064ab239a47fa6ad0a25f9fde4e3f9bf47f75e60694adaae8

Observation 9eb26731-7ce4-4d94-a367-1fc88c512a1f · outbound

This paper cites Recurrent equilibrium networks: Flexible dynamic models with guaranteed stability and ro- bustness,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Recurrent equilibrium networks: Flexible dynamic models with guaranteed stability and ro- bustness,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.382374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.111431Z digest=sha256:2883c42bddce79a2e3fe72ab707b79ae21a27c6e645b044f2d0800a8474d2207

Observation e9b4c8cd-a595-4d28-8694-f5e4d0d14eff · outbound

This paper cites Youla-REN: Learning nonlinear feed- back policies with robust stability guarantees,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Youla-REN: Learning nonlinear feed- back policies with robust stability guarantees,

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.374481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.114241Z digest=sha256:54db00694c36f116e57a35bae247586ccfe5d85ed6589e2da50a9a6147770b17

Observation 4db9099b-b8c1-4212-9124-4d151177d2f9 · outbound

This paper cites Learning over all stabilizing nonlinear controllers for a partially-observed linear system,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Learning over all stabilizing nonlinear controllers for a partially-observed linear system,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.365473Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.117436Z digest=sha256:7673e0287bb0aaec91ac9f3b322ef032b82686e0de6c9d1dd080684d10e6752f

Observation 123c5d16-bb48-4c61-9b8f-f96394159be7 · outbound

This paper cites Learning over contract- ing and Lipschitz closed-loops for partially-observed nonlinear systems,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Learning over contract- ing and Lipschitz closed-loops for partially-observed nonlinear systems,

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.358509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.120619Z digest=sha256:302bdaa31968bc3d2814db7b8580c52ab38adf99e1c1d5aedf6653c2c6dbca63

Observation e2d631d1-eb44-4213-8dd3-512f3f88f0b0 · outbound

This paper cites Youla–ku ˇcera parameterization in contraction framework,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Youla–ku ˇcera parameterization in contraction framework,

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.351652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.123018Z digest=sha256:2860d218fb572c8d427e32fb8aedf66cf5d626bb9825fa8018c5302abffe7c13

Observation 501a8b2e-fdcf-4c31-9fa9-bc8361aaa635 · outbound

This paper cites Neural system level synthesis: Learning over all stabilizing policies for nonlinear systems,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Neural system level synthesis: Learning over all stabilizing policies for nonlinear systems,

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.344366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.125553Z digest=sha256:f819f32305f4e4e72c15eea9f1dbef167cb62986622748e517cfdc13454f4d23

Observation f090f03c-2038-465c-892b-4a8dc004ca7b · outbound

This paper cites Learning to boost the performance of stable nonlinear systems,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Learning to boost the performance of stable nonlinear systems,

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.337395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.128541Z digest=sha256:6d507895b2a6986113aa59983c75a04020c4e543aeff8c2757a315029b3d6ed2

Observation c001a12d-69b3-43f4-944d-fb6d45d1b11c · outbound

This paper cites Parametrizations of all stable closed-loop responses: From theory to neural network control design,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Parametrizations of all stable closed-loop responses: From theory to neural network control design,

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.329834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.131830Z digest=sha256:87699433cd22810d62781b27d260efe899ce2568a4b8206e35e05b233cbf00d8

Observation be3d5a11-fe79-4aa9-9f51-57292a99e23d · outbound

This paper cites System analysis via integral quadratic constraints,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN System analysis via integral quadratic constraints,

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.322413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.134590Z digest=sha256:38c3e63e0ae3920fdd564a35f8e50f2b234eca07cd79ccea2386825007e9635a

Observation f99b3090-1cb0-44ea-8414-2432f098e830 · outbound

This paper cites A new controller architecture for high per- formance, robust, and fault-tolerant control,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN A new controller architecture for high per- formance, robust, and fault-tolerant control,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.316056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.137375Z digest=sha256:b8d07e2a9ed26ce160f83b8da10052f04c4b86d04918dfd2610fa24d5a83d4a2

Observation 7227c5a5-7b8b-488c-8fff-9fea3676ed11 · outbound

This paper cites A system level approach to discrete-time nonlinear systems,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN A system level approach to discrete-time nonlinear systems,

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.309605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.140863Z digest=sha256:522cc48e14b2b396d620f98c31367ca3aa799eeec014716cb6dad1f8d46f163e

Observation c4b170a4-ac46-440e-875f-f973deb709b7 · outbound

This paper cites What matters for on-policy deep actor-critic methods? a large-scale study,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN What matters for on-policy deep actor-critic methods? a large-scale study,

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.301641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.144016Z digest=sha256:5b1c1c8b01c9b4259578d06b24bb52c6d023418d5a22b8fed5b0ef6365eb5a4b

Observation 9f038941-5070-4f25-999b-a6b599ca1b12 · outbound

This paper cites Robustneuralnetworks.jl: a package for machine learning and data- driven control with certified robustness,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Robustneuralnetworks.jl: a package for machine learning and data- driven control with certified robustness,

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.292074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.147551Z digest=sha256:1e8e368781bf22e58ffc1fd794ceeadf3b40b66dc0362bcde9b6c8aa4dfd63ec

Observation 7e4e7f94-b088-40c0-9361-42fdf9adcbeb · outbound

This paper cites Training efficient controllers via analytic policy gradient,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Training efficient controllers via analytic policy gradient,

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.282570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.151415Z digest=sha256:f8bc2176a23cc6c5b9ef9c3e84b027c3e62a78e80535f1ec16729cdc6204bb24

Observation a9566948-257e-4156-9f70-239f0ac6a005 · outbound

This paper cites R2DN: Scalable Parameterization of Contracting and Lipschitz Recurrent Deep Networks.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN R2DN: Scalable Parameterization of Contracting and Lipschitz Recurrent Deep Networks

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:00:47.202224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.154143Z digest=sha256:655d0ee85fdc9ad43c4e5ebbeac43763408f3e34e468052412d93cfaa99ab58b

Observation 5ba85317-45b9-4f27-b381-34ebf6d89c08 · outbound

This paper cites Uniting two control Lyapunov functions for affine systems,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Uniting two control Lyapunov functions for affine systems,

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.275145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.157171Z digest=sha256:a82c8f172ef74532ae9e6fe0ee55abc9a6b509e633df4dee62768606e60eda16

Observation ae0dd7e7-b830-413a-bce5-cddaf2c17cb7 · outbound

This paper cites Virtual control contraction metrics: Convex nonlinear feedback design via be- havioral embedding,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Virtual control contraction metrics: Convex nonlinear feedback design via be- havioral embedding,

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.266737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.160946Z digest=sha256:b2b2bd0603e927dc95617896465564876cd1537d8174792b42fd12eb161c44c3

Observation 209ce74a-8f2a-40df-916f-6566442f2c38 · outbound

This paper cites Learning to walk in minutes using massively parallel deep reinforcement learning,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Learning to walk in minutes using massively parallel deep reinforcement learning,

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-07T12:00:47.164534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:00:47.164534Z digest=sha256:294cd50b279c014e7bc37ff32aaa1d85825cd5b1acbee9edd44b5c6c67871777

Observation bcb97460-afb7-4f51-806f-bdc56d3716db · outbound

This paper cites Guaranteed margins for LQG regulators,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Guaranteed margins for LQG regulators,

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.254180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.167790Z digest=sha256:e503fc536bcda904116a4191d0f5769fc9b905350af83dd0500e7f36b03c04e7

Observation ecd9d87d-c3b7-43dd-8669-b1f8827c1f8c · outbound

This paper cites Long short-term memory,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Long short-term memory,

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.245324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.170336Z digest=sha256:8b4af3c239fd7fbe6861adc7f91d1b8da22c4e0914b4e0f3e8f495292bbae26e

Observation 278a79d4-7e72-4795-a4f6-6c2946d12be5 · outbound

This paper cites Reinforcement learning with long short-term memory,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Reinforcement learning with long short-term memory,

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.237498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.173562Z digest=sha256:bf297ac3ef4fa75c79a729cd09262386ba52a190bf7ea7bbc59f76e8a8a8ec45

Observation 1445c7cf-73a2-4b9e-9924-1aebfad98de2 · outbound

This paper cites Parametrising neural feedback policies with stability and robustness guarantees,.

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Parametrising neural feedback policies with stability and robustness guarantees,

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:00:47.228457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T12:00:47.176506Z digest=sha256:9a740fb6647b47706be80517311a6c714c514fc94c4af20ce6b0cb9c00a8287a

Pith citing papers

No inbound Pith citation observations are available.