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Regret Analysis of Learning-Based MPC with Partially-Unknown Cost
  Function
v1v2 (latest)

Regret Analysis of Learning-Based MPC with Partially-Unknown Cost Function

IEEE Transactions on Automatic Control (IEEE TAC), 2021
4 August 2021
Ilgin Dogan
Z. Shen
A. Aswani
ArXiv (abs)PDFHTMLGithub

Papers citing "Regret Analysis of Learning-Based MPC with Partially-Unknown Cost Function"

4 / 4 papers shown
Suboptimality analysis of receding horizon quadratic control with unknown linear systems and its applications in learning-based control
Suboptimality analysis of receding horizon quadratic control with unknown linear systems and its applications in learning-based controlIEEE Transactions on Automatic Control (TAC), 2023
Shengli Shi
Anastasios Tsiamis
B. de Schutter
310
3
0
01 Jul 2025
Reinforcement Learning for a Discrete-Time Linear-Quadratic Control Problem with an Application
Reinforcement Learning for a Discrete-Time Linear-Quadratic Control Problem with an Application
Lucky Li
254
0
0
08 Dec 2024
Non-asymptotic System Identification for Linear Systems with Nonlinear
  Policies
Non-asymptotic System Identification for Linear Systems with Nonlinear PoliciesIFAC-PapersOnLine (IFAC-PapersOnLine), 2023
Yingying Li
Tianpeng Zhang
Subhro Das
J. Shamma
Na Li
262
7
0
17 Jun 2023
Model Based Reinforcement Learning for Personalized Heparin Dosing
Model Based Reinforcement Learning for Personalized Heparin Dosing
Qinyang He
Yonatan Dov Mintz
OffRL
382
5
0
19 Apr 2023
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