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Paper Citation Record · LEDGER

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

As of 10 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 2026-08-09T06:31:02.800959+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

63 of 63 outbound references displayed

  • verified exact1
  • verified fuzzy54
  • unresolved8
  • parse uncertain0
  • malformed identifier0
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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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verified fuzzy
raw_fallback, observed 2026-08-07T12:00:49.017032Z

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.

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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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:46.733372Z digest=sha256:7ad348b59fcdbb2e186af922f2cb424b0a95a577740df061772da1c3c9c52f1e

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 2026-08-09T06:31:02.800959+00:00.

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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
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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=2026-08-07T12:00:46.824003Z digest=sha256:2363197a3e587287ba9ff59de4a9a7de6ef2c7298f97fb6e5f21803e748c9588

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:b8604b901e8ebd19bb61f456c83acd6529c5d847c9080bcfddf2e4cc558fbebb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.005774Z digest=sha256:335eccfb4c29debb6d1dd3b4dfa6e5ca8caf7ce97d682e29755aa3177e5916df

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=sha256:55dd2cedadbf3efed6491c05a44125529f4e11d8345ab1ace7699c6c861ca611

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 2026-08-09T06:31:02.800959+00:00.

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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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.014131Z digest=sha256:2b8ba651dfd4258b14b3b3f710716cd2022a38ae0bc139c8575976deb9365389

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
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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=2026-08-07T12:00:47.016847Z digest=sha256:c69a4c5266ed1f622d426f5b16bd909b3bbe06a6fedf075deccdd0a75e2a06dd

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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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.

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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.

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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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.029506Z digest=sha256:069d594e8b07d0215c34d25facc9899dca0d41a1a4e11df136ef595dbdc324e4

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 2026-08-09T06:31:02.800959+00:00.

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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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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
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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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.048914Z digest=sha256:3f9f9676bbfb484f535a0e27f68327b457e6b5de55dd3b445af0b45e26044163

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

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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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 2026-08-09T06:31:02.800959+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

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

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

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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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.063096Z digest=sha256:4baa8d723b3db9339545fa3ea38fc4f1143cfb5b8d2479476a696c0d9a399c45

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.065993Z digest=sha256:a9f6879f8d57e8eb4bd7778951bdb2cac40db38933e294122357cdf5f9eb7258

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.068782Z digest=sha256:3661995076730ce4e0a54e3c94c4943814758d5ef556d4740e9cdc0efa236162

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.071512Z digest=sha256:1568144ab72d8c57925476142d4600f9d2d734a6cbccdbaf2f97bc4c4b6b274d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.074279Z digest=sha256:32d82ca55d8481a7af35bf58f29e1d7e6b43f2f47b6555e8a768b07b580cf418

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.078080Z digest=sha256:b7adb53d0f915dd244338db67baa918cadfbeb81afe52623c27cd77e46d9df92

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.080937Z digest=sha256:35b8a276cde36a4c9f9c9dc470dc4c0b7f37ce168345245272d2063696a312a1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.083956Z digest=sha256:be3b41dcdacbdff9bd3c11de66e03d28e4b62d3fa767e78000ea161f54c2acd4

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.087339Z digest=sha256:10be5060970a349c36ba605e5bcbb6bb6780acc2a5940d40900b474b601ca89e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.090438Z digest=sha256:62e21cce50578d27b3ebdd00797571b08de9867be2fdef12ddd5f7dd11965696

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.093112Z digest=sha256:af44e9ff28f86686eb319da65f73192d9f619993f5df95c61a873a4abad502b1

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.095997Z digest=sha256:32801bd6e7bd94b46d02e0f64f4e890516d432356416f7674a73b64dda759a86

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.099133Z digest=sha256:9ff0b8fcb9444d10f84a297a12e1097a54db754cc387d85aef993c35961b6d1d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.102558Z digest=sha256:8e27996e1d43827f1596d74b2b71ef999de115145ba1df4e62cbfde4941fcae0

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.105832Z digest=sha256:df08b365b62f4a03942364092ca95edd79cccd3b76105ab68ee3e36c5fbbd5b7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.108534Z digest=sha256:a0801971be9e88751cc193bc61ebaecec4b5e1104c9dde7e8e2a0f40180df2a2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.111431Z digest=sha256:fe1bc8255e95beb0ff968cbea4246bd63e46d5db5937978fd69767b3630fa56a

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.114241Z digest=sha256:3ea8e2f0890474b9d06859bd844ddc5ec4d40b7d02c36fa24194800b1e253fdb

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.117436Z digest=sha256:5bd524bca2d03dce19e1b0fd335a5e4983a80cb96d4cc8724cfaeae616820b4b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.120619Z digest=sha256:4ac6cfee796f17b6bde4bb2c42a0514b5bade584fea2a2b382a8dc0c1a5187c8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.123018Z digest=sha256:960fe5fd57cb294ddbb4b8bcf756ab11b78449469d16b27be3b82dd6828406b8

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.125553Z digest=sha256:b67b8711c6abb3b77e5ce4ee8550c9d7639eee5721826a681164ffa0a064af28

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.128541Z digest=sha256:b4a809e4648b328a041c7c346774dc051f263c94344145bc9d2e3bee824cad1c

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.131830Z digest=sha256:5b23fac4b587a51d68fc2fdd88f968b6c63edc93f486e970e81dd55901d8920f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.134590Z digest=sha256:49346682c641940423915f129c1995a1505c9cd502b5d61f345125b197753149

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.137375Z digest=sha256:211d47f30c1ead6083ca2954966e7bb812cb9c30d606917f50337d16e08e85f7

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.140863Z digest=sha256:15a2d10d8b6780b62b029bfbbfc6f24b714f2d89191ee7786d40f9268e1aee5e

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.144016Z digest=sha256:b438f798d9a2718fc37bc0b782d6ce6b05ef40aa4e0c3e5859fb8903fced035d

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.147551Z digest=sha256:cf6b98ba42aa4e880b5aff1ee0dad6c7b91ecfcb64cef450bf213bd2d866d4ee

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.151415Z digest=sha256:a71106cafce4b180a36f85c18cfe8bbcb2007396f95559ff5f67e55c7dbb0d5f

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.154143Z digest=sha256:8cbcf9dede3779f4b2fe577cbe035a9e08bc574c7d4fa78be368ffeed658c98b

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.157171Z digest=sha256:ec16c00d28bf64a6677cd8d71f230468a3efe01adf5cad6111150cd4b5dc77dd

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.160946Z digest=sha256:95668db7001e5a7799ffd98f822c13bfea5c5dc55b5f03ca6625949a499b9034

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=sha256:30cc5c04135ac5c8bb093eab42b64d851d6e062054ad037dc7eae7d6945a8736

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.167790Z digest=sha256:5540641edc7a966aa782478668c935878048192ff6087be0c086e6a6f490e6db

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.170336Z digest=sha256:7f2e2f6fc071e083e7f9b19033557a40139ad723e0e3930a9cdc036541f14cd9

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.173562Z digest=sha256:31777123d7a510ec114b37d471634ca40f92ef109ecd00dad189d1154af56ee2

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 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T12:00:47.176506Z digest=sha256:ca3edfcea5e8990efcfc0dc884289073eb9de55b41e0b3b9525d2fbb671e48f9

Pith citing papers

No inbound Pith citation observations are available.