Paper Citation Record · LEDGER

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints

As of 14 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2507.12259.

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

pith.paper-citation-record.v1
2507.12259 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:56:54.133063Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

32 of 32 outbound references displayed

verified exact2
verified fuzzy19
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4727c90a-130b-4764-83df-048712053897 · outbound

This paper cites Applied and computational optimal control,.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Applied and computational optimal control,

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:58.394558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation aaf7bc53-fdbb-4d63-9102-27ece028acac · outbound

This paper cites A survey of computational complexity results in systems and control,.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints A survey of computational complexity results in systems and control,

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:58.188839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 33d0c1f0-187a-45c0-bcf5-b9de3aba1a9e · outbound

This paper cites an unresolved cited work.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:56:57.960974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e547de86-40c9-4023-844b-84d12cce6464 · outbound

This paper cites Gr ¨une and J.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Gr ¨une and J

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:57.790132Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 768c8d8f-ac74-4c70-8bb1-8a8625cf488a · outbound

This paper cites Review on model predictive control: An engineering perspective,.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Review on model predictive control: An engineering perspective,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:57.567905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6b54eba8-a6bc-42c4-9c61-27592f73ff7c · outbound

This paper cites Optimal power-split of hybrid energy storage system using pontryagin’s minimum principle and deep reinforcement learning approach for electric vehicle application,.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Optimal power-split of hybrid energy storage system using pontryagin’s minimum principle and deep reinforcement learning approach for electric vehicle application,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:57.434875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 71c1aae5-9c28-4c90-b08d-f57e0da2fb9f · outbound

This paper cites an unresolved cited work.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:56:57.282008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6962134a-cd06-4b68-9642-08dd19a6b9c2 · outbound

This paper cites A survey of numerical methods for optimal control,.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints A survey of numerical methods for optimal control,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:57.162839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0dae4808-244c-4fc1-91dc-5a15644d9343 · outbound

This paper cites A penalty function approach to constrained pontryagin- based nonlinear model predictive control,.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints A penalty function approach to constrained pontryagin- based nonlinear model predictive control,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:57.016237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 4a641a6d-6ccb-4b88-9195-fc2ab8faad73 · outbound

This paper cites Sequential convex programming for non-linear stochastic optimal control,.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Sequential convex programming for non-linear stochastic optimal control,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:56.892667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d7487814-9e89-4ef1-929a-f50d75b679e9 · outbound

This paper cites Nonlinear model predictive control with aggregated constraints,.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Nonlinear model predictive control with aggregated constraints,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:56.746095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6b8aad5f-42ae-441a-b162-7a1e7677b620 · outbound

This paper cites Optimal Control Operator Perspective and a Neural Adaptive Spectral Method.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Optimal Control Operator Perspective and a Neural Adaptive Spectral Method

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:56:54.662254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 26219dcf-afb4-4373-a153-b3945943d27f · outbound

This paper cites an unresolved cited work.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:52.554596Z

Source-reported events for the cited work

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Observation c645550a-6083-46b5-baa1-69e28938bff2 · outbound

This paper cites Continuous control with deep reinforcement learning.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Continuous control with deep reinforcement learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:52.633126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8123b102-7325-4094-8d5e-f82c7bf5cbe5 · outbound

This paper cites Proximal Policy Optimization Algorithms.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Proximal Policy Optimization Algorithms

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:52.722458Z

Source-reported events for the cited work

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Observation d887470a-9374-4d08-bb80-48bd70e21041 · outbound

This paper cites Quan- tifying generalization in reinforcement learning,.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Quan- tifying generalization in reinforcement learning,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:56.615301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2258e477-1eb7-42d7-ba07-e5b22c1072fa · outbound

This paper cites Tedrake, Underactuated Robotics, 2023.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Tedrake, Underactuated Robotics, 2023

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:56.452898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 43e71c1d-5861-487d-b31b-88098b02f85d · outbound

This paper cites An ecological framework for the analysis of prebiotic chemical reaction networks and their dynamical behavior.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints An ecological framework for the analysis of prebiotic chemical reaction networks and their dynamical behavior

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T16:56:54.486881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 952f178e-8cca-41b7-9a11-6e9c14eb9e44 · outbound

This paper cites End to End Learning for Self-Driving Cars.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints End to End Learning for Self-Driving Cars

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:53.089639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b67f625-0818-40c1-b1ee-7fc4536ac876 · outbound

This paper cites A reduction of imitation learning and structured prediction to no-regret online learning,.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints A reduction of imitation learning and structured prediction to no-regret online learning,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:53.186966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ae9a28b-bcd8-4ec0-b3c2-e0915dd36e5e · outbound

This paper cites Learning Fine-Grained Bimanual Manipulation with Low-Cost Hardware,.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Learning Fine-Grained Bimanual Manipulation with Low-Cost Hardware,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:56.299687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation b8f09a7f-67c3-4345-b17e-2d7bfaf8f5d4 · outbound

This paper cites Optimal control problem via neural networks,.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Optimal control problem via neural networks,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:56.158246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 132699de-8322-4f84-846e-1af39dc636f9 · outbound

This paper cites Pontryagin neural networks with functional interpolation for optimal intercept problems,.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Pontryagin neural networks with functional interpolation for optimal intercept problems,

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:56.016105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 66e2df6d-0309-46f1-b167-2fd8e3e0a9b2 · outbound

This paper cites A machine learning enhanced algorithm for the optimal landing problem,.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints A machine learning enhanced algorithm for the optimal landing problem,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:55.837261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation be69ce5d-88bb-438b-9e98-9383210dfb43 · outbound

This paper cites Co-state Neural Network for Real-time Nonlinear Optimal Control with Input Constraints.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Co-state Neural Network for Real-time Nonlinear Optimal Control with Input Constraints

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-06T16:56:54.347440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c4e951a8-6144-434f-817d-dc15fa440d36 · outbound

This paper cites an unresolved cited work.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:56:55.702313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cfdaf778-e8c5-417b-9836-100311ae8390 · outbound

This paper cites an unresolved cited work.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:56:55.524028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e102c0f0-d0e7-430b-b61c-62e5b2d6ac24 · outbound

This paper cites Use of orthogonal collocation method in optimal control problems,.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Use of orthogonal collocation method in optimal control problems,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:55.343745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 946df17d-7aaa-4315-8258-cb1b0fdccaf8 · outbound

This paper cites Q-learning and pontryagin’s minimum prin- ciple,.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Q-learning and pontryagin’s minimum prin- ciple,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:55.177619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 680bfc96-deb5-4738-a371-f7c7ffa88f78 · outbound

This paper cites Human-level control through deep reinforcement learning,.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Human-level control through deep reinforcement learning,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T16:56:53.975152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06c6e2e1-a267-412c-bd82-86f007c7ede6 · outbound

This paper cites Reinforcement learning-based model predictive control for discrete-time systems,.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Reinforcement learning-based model predictive control for discrete-time systems,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:54.986619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 085e4d0b-ee01-4987-83bf-2c95bcccc4cd · outbound

This paper cites Flatness-based model predictive con- trol for quadrotor trajectory tracking,.

Neural Co-state Regulator: A Data-Driven Paradigm for Real-time Optimal Control with Input Constraints Flatness-based model predictive con- trol for quadrotor trajectory tracking,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:56:54.826666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.