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Papers
Robust System Identification: Finite-sample Guarantees and Connection to Regularization
ICLR 2025
Online Control in Population Dynamics
NeurIPS 2024
Online Control with Adversarial Disturbance for Continuous-time Linear Systems
NeurIPS 2024
Online Stackelberg Optimization via Nonlinear Control
COLT 2024
Adaptive Regret for Control of Time-Varying Dynamics
L4DC 2023
Best of Both Worlds in Online Control: Competitive Ratio and Policy Regret
L4DC 2023
Online Non-stochastic Control with Partial Feedback
JMLR 2023
Online switching control with stability and regret guarantees
L4DC 2023
Regret Analysis of Online LQR Control via Trajectory Prediction and Tracking
L4DC 2023
Regret Guarantees for Online Deep Control
L4DC 2023
Efficient Online Linear Control with Stochastic Convex Costs and Unknown Dynamics
COLT 2022
Robust Online Control with Model Misspecification
L4DC 2022
Online Control of Unknown Time-Varying Dynamical Systems
NeurIPS 2021
Stable Online Control of Linear Time-Varying Systems
L4DC 2021
Towards a Dimension-Free Understanding of Adaptive Linear Control
COLT 2021
Boosting for Control of Dynamical Systems
ICML 2020
Geometric Exploration for Online Control
NeurIPS 2020
Information Theoretic Regret Bounds for Online Nonlinear Control
NeurIPS 2020
Logarithmic Regret for Adversarial Online Control
ICML 2020
Making Non-Stochastic Control (Almost) as Easy as Stochastic
NeurIPS 2020
Online Optimization with Memory and Competitive Control
NeurIPS 2020
Riccati updates for online linear quadratic control
L4DC 2020
The Power of Predictions in Online Control
NeurIPS 2020
Logarithmic Regret for Online Control
NeurIPS 2019
Online Control with Adversarial Disturbances
ICML 2019