Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T23:18:40.669871Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2412.02758.
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 2026-08-11T23:18:40.669871Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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
56 of 56 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 39cf9757-76fc-4ebf-87b7-0ded63b80038 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration From model-based control to data-driven control: Survey, classification and perspective,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2717bf6f-0ada-4151-bcd6-c2e144545f25 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration On an iterative technique for Riccati equation com- putations,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 264379a3-decd-49ee-af76-1f8b59222502 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Online optimal tracking control of continuous-time linear systems with unknown dynamics by using adaptive dynamic programming,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0ccb182e-3454-4eac-a40c-0a647c105a68 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Optimal output-feedback control of unknown continuous-time linear systems using off-policy reinforcement learning,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fdce4efd-fc99-4ac2-9714-85a1790ed5d1 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Data-driven finite-horizon optimal control for linear time-varying discrete-time systems,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation eb9b2440-c0c7-4c35-9426-9d9902536cc6 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Finite-time analysis of approximate policy iteration for the linear quadratic regulator,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fc3764fb-487f-47fe-99a5-e4b86c8f9993 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Robust policy iteration for continuous- time linear quadratic regulation,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2665eac5-e63d-45a2-9328-140c1988b03f · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Efficient off-policy Q- learning for data-based discrete-time LQR problems,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 63ce0536-6dac-4a53-a4f0-60a4843baf8b · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Safely learning to control the constrained linear quadratic regulator,
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 66cf4f9a-34b1-42ee-a8a6-e2843d1a5f38 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Certainty equivalence is efficient for linear quadratic control,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c17262a0-2b77-457d-9e9e-43b5c06eb1b6 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Learning robust LQ-controllers using application oriented exploration,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7c6654b9-97e4-4c4c-a0a8-7ca41c8b96f0 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Formulas for data-driven control: Stabilization, optimality, and robustness,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1a0e482d-60ea-479b-8282-5f655abdba54 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Data informativity: a new perspective on data-driven analysis and control,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 7a4322ac-6111-405a-916a-eb9f36e3bd48 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Data-driven linear quadratic regulation via semidefinite programming,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 3278fc6d-f958-4e51-ad33-a197b8e8f43a · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Online learning of data-driven controllers for unknown switched linear systems,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f3989666-5f7e-4eb9-adad-48d596dfea56 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration From noisy data to feedback controllers: Nonconservative design via a matrix S-lemma,
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da6bfd34-2e7a-4f05-8f86-3a308ad4685d · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Low-complexity learning of linear quadratic regulators from noisy data,
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d40ed42-eced-4a3f-a1b9-162ef94f1122 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration On the certainty-equivalence approach to direct data-driven LQR design,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91eb01c5-54d8-4ccc-b994-d0b575b1fa63 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Robust data- driven state-feedback design,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cd5d817b-9ba8-43f1-b0d4-b00cc5cb490c · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration CoRe: Control-oriented regularization for system identification,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9fe4848b-34e4-4ad1-aa15-7cb067380db1 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Structured exploration in the finite horizon linear quadratic dual control problem,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 17c36694-445f-4d05-8cad-b258effa9cac · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Bridging direct and indirect data-driven control formulations via regularizations and relaxations,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation dcb58337-c423-453a-801d-53723a09ea80 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Global convergence of policy gradient methods for the linear quadratic regulator,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 0db0a3e1-9728-48ed-a558-380a251be764 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration LQR through the Lens of First Order Methods: Discrete-time Case
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c0d50bf-5b3c-498d-b9bd-7808de83a796 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Policy optimization for H2 linear control with H∞ robustness guarantee: Implicit regularization and global convergence,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 6ce4be40-e172-4246-8517-ba3143c38b5d · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Global convergence of policy gradient methods to (almost) locally optimal policies,
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 087b28cb-eb24-4081-bcb8-4833df66672d · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Revisiting LQR control from the perspective of receding-horizon policy gradient,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 823c1de9-5c50-491d-a280-23e8bd78bc73 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Toward a theoretical foundation of policy optimization for learning control policies,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation fcc32de5-5ecc-4e7c-b72c-8d831672520b · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Adaptive optimal control for continuous-time linear systems based on policy iteration,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 506f7a90-9c05-4e9d-8aa3-3d0c63e5276d · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Computational adaptive optimal control for continuous-time linear systems with completely unknown dynamics,
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e5d9422-63c6-424e-9f4f-8e2b2415d34e · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Value iteration for continuous-time linear time-invariant systems,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 05c6226f-d691-41f3-80d6-b0f023fd4ee7 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration On-policy data-driven linear quadratic regulator via model reference adaptive reinforcement learning,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 501dbc93-d9f6-4b4f-be20-a9fb659fb87e · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration MR-ARL: Model Reference Adaptive Reinforcement Learning for Robustly Stable On-Policy Data-Driven LQR
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec519285-2b34-4e52-b0b2-f5bbf7ba4521 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration On-policy data-driven linear quadratic regulator via combined policy iteration and recursive least squares,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation d6e55226-1b43-4e3f-b7cb-c256d897e066 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Stability-Certified On-Policy Data-Driven LQR via Recursive Learning and Policy Gradient
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation cc4178c4-d7e1-46b3-97db-2cb9c9c9e06c · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration The role of identification in data-driven policy iteration: A system theoretic study,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 202eaa08-b51b-4ff2-a5c1-5cdf6d44c0bc · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration 100 years of extremum seeking: A survey,
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d08894a-77e1-4430-a61d-5bd4b03b0339 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Adaptive extremal control,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c390302e-7632-4574-a1e7-6388edfe80f0 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Solving smooth and nonsmooth multivariable extremum seeking problems by the methods of nonlinear programming,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c2746736-47dc-4a84-a196-43909ff1a6ce · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Ariyur and M
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 621b8f0b-bfb1-44dd-99dd-4d12d893b46d · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Stability of extremum seeking feedback for general nonlinear dynamic systems,
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77293a28-0255-40fe-8332-526af4e6d346 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration On non-local stability properties of extremum seeking control,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 06f91ae3-73a3-4781-8f46-291b7a422e04 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Finite-horizon LQ control for unknown discrete-time linear systems via extremum seeking,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b728b295-cf73-43f2-97d0-392d01fc37ac · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Nonlinear systems,
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44b06b14-8793-4802-9309-624d00c543a4 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 1c76df38-2db0-4c55-a905-2397dd795091 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Averaging analysis for discrete time and sampled data adaptive systems,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 11a6a7cf-6952-49aa-a9b3-100ea7a6360a · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Extremum-seeking policy iteration for data-driven LQR,
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 9af8c156-26bc-47f3-9fac-4e15307ae1c9 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Unresolved cited work
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ee85323-3e18-492a-8298-0efc08fc6e1b · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration On topological properties of the set of stabilizing feedback gains,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation b64beaf6-5d8d-40e9-8829-5fa41b8e893e · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Personalized optimization with user’s feedback,
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation f55833bb-11f8-4f66-b087-99f6fbcc4b44 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration LQR via first order flows,
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation c7e10e4f-871c-459e-b504-746e3b208c10 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Leonhard, Control of electrical drives
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 2846d27a-d840-4051-8c31-1ae8452181e4 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Sines and cosines of angles in arithmetic progression,
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation ff8312b6-5150-48a5-a133-10bff0a619e3 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration On the discrete analogy of Gronwall lemma,
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 832cfc43-1dae-4cc2-a6dd-b90a28cefd99 · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Discrete Gronwall lemma and applications,
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
Observation 4326bb4a-ffba-434e-b24b-eace5a56191a · outbound
Data-Driven LQR with Finite-Time Experiments via Extremum-Seeking Policy Iteration Extremum seeking tracking for derivative-free distributed optimization,
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.
No inbound Pith citation observations are available.