Adaptive Regret for Control of Time-Varying Dynamics

8 July 2020

Papers citing "Adaptive Regret for Control of Time-Varying Dynamics"

13 / 13 papers shown

Title
Simultaneous System Identification and Model Predictive Control with No Dynamic Regret Hongyu Zhou Vasileios Tzoumas 88 4 0 04 Jul 2024
A Nonstochastic Control Approach to Optimization Xinyi Chen Elad Hazan 47 5 0 19 Jan 2023
Efficient Online Learning with Memory via Frank-Wolfe Optimization: Algorithms with Bounded Dynamic Regret and Applications to Control Hongyu Zhou Zirui Xu Vasileios Tzoumas 69 13 0 02 Jan 2023
Conformal Inference for Online Prediction with Arbitrary Distribution Shifts Isaac Gibbs Emmanuel Candès 31 84 0 17 Aug 2022
Optimal Dynamic Regret in LQR Control Dheeraj Baby Yu-Xiang Wang 24 16 0 18 Jun 2022
Learning to Control under Time-Varying Environment Yuzhen Han Rubén Solozabal Jing Dong Xingyu Zhou Martin Takáč B. Gu 18 2 0 06 Jun 2022
Smoothed Online Convex Optimization Based on Discounted-Normal-Predictor Lijun Zhang Wei Jiang Jinfeng Yi Tianbao Yang 20 6 0 02 May 2022
Online Optimization with Feedback Delay and Nonlinear Switching Cost Weici Pan Guanya Shi Yiheng Lin Adam Wierman 13 11 0 29 Oct 2021
Provable Regret Bounds for Deep Online Learning and Control Xinyi Chen Edgar Minasyan Jason D. Lee Elad Hazan 36 6 0 15 Oct 2021
Regret-optimal Estimation and Control Gautam Goel B. Hassibi 33 33 0 22 Jun 2021
Non-stationary Online Learning with Memory and Non-stochastic Control Peng Zhao Yu-Hu Yan Yu-Xiang Wang Zhi-Hua Zhou 33 47 0 07 Feb 2021
Regret-optimal control in dynamic environments Gautam Goel B. Hassibi 65 32 0 20 Oct 2020
Spectral Filtering for General Linear Dynamical Systems Elad Hazan Holden Lee Karan Singh Cyril Zhang Yi Zhang 45 97 0 12 Feb 2018