Optimism-Based Adaptive Regulation of Linear-Quadratic Systems

Optimism-Based Adaptive Regulation of Linear-Quadratic Systems

20 November 2017

Mohamad Kazem Shirani Faradonbeh

George Michailidis

Papers citing "Optimism-Based Adaptive Regulation of Linear-Quadratic Systems"

11 / 11 papers shown

Title
NeoRL: Efficient Exploration for Nonepisodic RL Bhavya Sukhija Lenart Treven Florian Dorfler Stelian Coros Andreas Krause OffRL 41 0 0 03 Jun 2024
On the Hardness of Learning to Stabilize Linear Systems Xiong Zeng Zexiang Liu Zhe Du N. Ozay Mario Sznaier 29 3 0 18 Nov 2023
$Thompson Sampling Achieves $\tilde O(\sqrt{T})$ Regret in Linear Quadratic Control$ Thompson Sampling Achieves $\tilde O(\sqrt{T})$ Regret in Linear Quadratic Control Taylan Kargin Sahin Lale Kamyar Azizzadenesheli Anima Anandkumar B. Hassibi 23 11 0 17 Jun 2022
Worst-case Performance of Greedy Policies in Bandits with Imperfect Context Observations Hongju Park Mohamad Kazem Shirani Faradonbeh OffRL 29 2 0 10 Apr 2022
Efficient Algorithms for Learning to Control Bandits with Unobserved Contexts Hongju Park Mohamad Kazem Shirani Faradonbeh 21 6 0 02 Feb 2022
Joint Learning-Based Stabilization of Multiple Unknown Linear Systems Mohamad Kazem Shirani Faradonbeh Aditya Modi 18 6 0 01 Jan 2022
Strong Consistency and Rate of Convergence of Switched Least Squares System Identification for Autonomous Markov Jump Linear Systems Borna Sayedana Mohammad Afshari P. Caines Aditya Mahajan 18 7 0 20 Dec 2021
Analysis of Thompson Sampling for Partially Observable Contextual Multi-Armed Bandits Yash J. Patel Mohamad Kazem Shirani Faradonbeh 10 15 0 23 Oct 2021
SLIP: Learning to Predict in Unknown Dynamical Systems with Long-Term Memory Paria Rashidinejad Jiantao Jiao Stuart J. Russell 26 11 0 12 Oct 2020
Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems Sahin Lale Kamyar Azizzadenesheli B. Hassibi Anima Anandkumar 35 92 0 25 Mar 2020
Input Perturbations for Adaptive Control and Learning Mohamad Kazem Shirani Faradonbeh Ambuj Tewari George Michailidis 21 46 0 10 Nov 2018