Datasets and Software
Find free data and code here, alongside links to associated publications.
Theoretical Foundations
On the Finite-Time Behavior of Suboptimal Linear Model Predictive Control
Implications of Regret on Stability of Linear Dynamical Systems
A Behavioral Input-Output Parametrization of Control Policies with Suboptimality Guarantees
Control in a data rich world
Distributional Gradient Matching for Learning Uncertain Neural Dynamics Models
Computational Methods
Control in an uncertain world
Online Linear Quadratic Tracking with Regret Guarantees
Performance Bounds of Model Predictive Control for Unconstrained and Constrained Linear Quadratic Problems and Beyond
Secure Cyber-Physical Systems
ZenHammer: Rowhammer Attacks on AMD Zen-based Platforms
Energy systems
The Potential of Vehicle-to-Grid to Support the Energy Transition: A Case Study on Switzerland
Deep Reinforcement Learning for room temperature control: a black-box pipeline from data to policies
