Input Perturbations for Adaptive Control and Learning

Input Perturbations for Adaptive Control and Learning

10 November 2018

Mohamad Kazem Shirani Faradonbeh

George Michailidis

Papers citing "Input Perturbations for Adaptive Control and Learning"

6 / 6 papers shown

Title
Statistical Learning Theory for Control: A Finite Sample Perspective Anastasios Tsiamis Ingvar M. Ziemann Nikolai Matni George J. Pappas 19 73 0 12 Sep 2022
Worst-case Performance of Greedy Policies in Bandits with Imperfect Context Observations Hongju Park Mohamad Kazem Shirani Faradonbeh OffRL 14 2 0 10 Apr 2022
A relaxed technical assumption for posterior sampling-based reinforcement learning for control of unknown linear systems Mukul Gagrani Sagar Sudhakara Aditya Mahajan Rahul Jain Yi Ouyang 15 6 0 19 Aug 2021
Thompson sampling for linear quadratic mean-field teams Mukul Gagrani Sagar Sudhakara Aditya Mahajan A. Nayyar Ouyang Yi 11 4 0 09 Nov 2020
Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems Sahin Lale Kamyar Azizzadenesheli B. Hassibi Anima Anandkumar 19 92 0 25 Mar 2020
Optimism-Based Adaptive Regulation of Linear-Quadratic Systems Mohamad Kazem Shirani Faradonbeh Ambuj Tewari George Michailidis 14 57 0 20 Nov 2017