Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:00:47.176506Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:00:47.176506Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
63 of 63 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8375fa20-85d8-45e5-bf6a-a42cd1595305 · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Mastering the game of Go without human knowledge,
Reference 1
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.
Observation b4ce9908-fd4e-4ca9-982f-54c0887898e4 · outbound
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
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.
Observation d41aeff8-665d-4b4c-9869-81ca05479932 · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Magnetic control of tokamak plasmas through deep reinforcement learning,
Reference 3
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.
Observation dbe8283c-f541-40a3-9382-1b7d54748eea · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Unresolved cited work
Reference 4
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.
Observation 36b3fd13-6751-4811-bbc4-af873c4d3955 · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Simple statistical gradient-following algorithms for connectionist reinforcement learning,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 079108aa-7484-41c0-a94e-999f5297df81 · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Meyn,Control systems and reinforcement learning
Reference 6
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.
Observation 50103aa0-9e07-4ae4-9a98-163010164aed · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Proximal Policy Optimization Algorithms
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b97e123-e3cb-4919-9c66-c3a44da7f286 · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Accelerated policy learning with parallel differentiable simulation,
Reference 8
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.
Observation 47734be1-60d6-41dd-9200-b6374dad371b · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Do differentiable simulators give better policy gradients?
Reference 9
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.
Observation f1b1041d-423a-4db5-bdbf-898f21b0ccf4 · outbound
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
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.
Observation 135ac609-4c7f-4866-93da-47a323ae5318 · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Dojo: A Differentiable Physics Engine for Robotics
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2317d93-7166-46f2-bbf5-e692dd40aca7 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation df44c17d-d346-4661-91c7-b3c2f3ad9a61 · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Residual Policy Learning
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5081aab8-1b41-4760-9d98-61e727defc15 · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Residual reinforcement learning for robot control,
Reference 14
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.
Observation 39395617-353d-4577-b254-3451a2b58b4c · outbound
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
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.
Observation 6190c6b9-c035-44d7-862c-9318627d4d0f · outbound
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
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.
Observation 65fc973f-d2a5-415a-a97f-1f89da6a6f81 · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN From Youla-Kucera to identification, adaptive and nonlinear control,
Reference 17
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.
Observation 92090fe2-50fa-49fe-b598-d95d50b4f075 · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Advances in Youla- Kuˇcera parametrization: A review,
Reference 18
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.
Observation ad368b19-8ae5-410c-a42c-85a2c73ce976 · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Stability of discrete linear feedback systems,
Reference 19
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.
Observation 05551cea-86c7-42a0-8bc0-d3e7f40de8ce · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Unresolved cited work
Reference 20
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.
Observation fe412383-9ee3-46f5-b663-cb2ed1a6da53 · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Feedback controller parameterizations for reinforcement learning,
Reference 21
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.
Observation 8f086fc8-7c19-4d43-9633-9c1c9e0b235c · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Matrix interpolation theory and optimal control,
Reference 22
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.
Observation bc95fbfc-21ea-4905-aa56-18a455a274f0 · outbound
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
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.
Observation 087f65dd-7c2a-403a-bb70-c5dba7ede755 · outbound
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
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.
Observation eead0847-7a46-4ebb-9033-27954a598dbe · outbound
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
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.
Observation ff10bef9-59de-4cda-a35d-5830ec08c32d · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Improper learning for non- stochastic control,
Reference 26
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.
Observation 0cff506d-2cad-4cdb-afc5-7da75119abdc · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Global parametrization of feedback systems with nonlinear plants,
Reference 27
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.
Observation 7b1c6c40-8093-4a83-b72a-15ff4a3ac576 · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Two-step compensation of nonlinear systems,
Reference 28
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.
Observation ad7cb916-e3d4-47a0-9174-f6b1b4577fed · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Smooth stabilization implies coprime factorization,
Reference 29
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.
Observation 4281b207-cf89-4989-91c1-f39c41fe055d · outbound
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
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.
Observation 8bf6c99d-6d93-40f4-9403-6a7868370f73 · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN On the Youla-Kucera parametrization for nonlinear systems,
Reference 31
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.
Observation 92eb5a8b-7d47-4e6e-b622-572aa7237f7a · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN The class of stabilizing nonlinear plant controller pairs,
Reference 32
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.
Observation 4c5312c8-1d01-4669-8348-7b36051ff091 · outbound
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
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.
Observation f8782489-147a-421e-8a23-5f242efd5b0c · outbound
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
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.
Observation cca5f911-9c25-46ff-a64e-007bf0997fb5 · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Parametrization of all stabilizing con- trollers of nonlinear systems,
Reference 35
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.
Observation 47eb6893-77e3-4f4f-b612-210526b3cecc · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN On contraction analysis for non-linear systems,
Reference 36
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.
Observation 12bd2798-7624-4023-af9b-108e8a7604aa · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Direct parameterization of Lipschitz- bounded deep networks,
Reference 37
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.
Observation df3f16a5-fd9f-4e32-84f8-3b1021ab1180 · outbound
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
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.
Observation d501f564-6cbc-4ae0-8019-130be59d7c5d · outbound
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
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.
Observation 19692c0c-a01d-4018-9474-2f6502164821 · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN A convex parameterization of robust recurrent neural networks,
Reference 40
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.
Observation 25a44506-c537-4b6f-8465-10cdb9a5b7a8 · outbound
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
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.
Observation 9eb26731-7ce4-4d94-a367-1fc88c512a1f · outbound
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
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.
Observation e9b4c8cd-a595-4d28-8694-f5e4d0d14eff · outbound
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
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.
Observation 4db9099b-b8c1-4212-9124-4d151177d2f9 · outbound
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
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.
Observation 123c5d16-bb48-4c61-9b8f-f96394159be7 · outbound
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
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.
Observation e2d631d1-eb44-4213-8dd3-512f3f88f0b0 · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Youla–ku ˇcera parameterization in contraction framework,
Reference 46
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.
Observation 501a8b2e-fdcf-4c31-9fa9-bc8361aaa635 · outbound
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
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.
Observation f090f03c-2038-465c-892b-4a8dc004ca7b · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Learning to boost the performance of stable nonlinear systems,
Reference 48
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.
Observation c001a12d-69b3-43f4-944d-fb6d45d1b11c · outbound
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
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.
Observation be3d5a11-fe79-4aa9-9f51-57292a99e23d · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN System analysis via integral quadratic constraints,
Reference 50
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.
Observation f99b3090-1cb0-44ea-8414-2432f098e830 · outbound
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
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.
Observation 7227c5a5-7b8b-488c-8fff-9fea3676ed11 · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN A system level approach to discrete-time nonlinear systems,
Reference 52
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.
Observation c4b170a4-ac46-440e-875f-f973deb709b7 · outbound
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
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.
Observation 9f038941-5070-4f25-999b-a6b599ca1b12 · outbound
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
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.
Observation 7e4e7f94-b088-40c0-9361-42fdf9adcbeb · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Training efficient controllers via analytic policy gradient,
Reference 55
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.
Observation a9566948-257e-4156-9f70-239f0ac6a005 · outbound
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
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.
Observation 5ba85317-45b9-4f27-b381-34ebf6d89c08 · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Uniting two control Lyapunov functions for affine systems,
Reference 57
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.
Observation ae0dd7e7-b830-413a-bce5-cddaf2c17cb7 · outbound
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
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.
Observation 209ce74a-8f2a-40df-916f-6566442f2c38 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bcb97460-afb7-4f51-806f-bdc56d3716db · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Guaranteed margins for LQG regulators,
Reference 60
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.
Observation ecd9d87d-c3b7-43dd-8669-b1f8827c1f8c · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Long short-term memory,
Reference 61
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.
Observation 278a79d4-7e72-4795-a4f6-6c2946d12be5 · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Reinforcement learning with long short-term memory,
Reference 62
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.
Observation 1445c7cf-73a2-4b9e-9924-1aebfad98de2 · outbound
React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN Parametrising neural feedback policies with stability and robustness guarantees,
Reference 63
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.
No inbound Pith citation observations are available.