Input Perturbations for Adaptive Control and Learning

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Input Perturbations for Adaptive Control and Learning

10 November 2018

Mohamad Kazem Shirani Faradonbeh

George Michailidis

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Papers citing "Input Perturbations for Adaptive Control and Learning"

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Title
Finite Time Adaptive Stabilization of LQ Systems Mohamad Kazem Shirani Faradonbeh Ambuj Tewari George Michailidis 36 33 0 22 Jul 2018
Is Q-learning Provably Efficient? Chi Jin Zeyuan Allen-Zhu Sébastien Bubeck Michael I. Jordan OffRL 78 812 0 10 Jul 2018
Global Convergence of Policy Gradient Methods for the Linear Quadratic Regulator Maryam Fazel Rong Ge Sham Kakade M. Mesbahi 88 610 0 15 Jan 2018
Optimism-Based Adaptive Regulation of Linear-Quadratic Systems Mohamad Kazem Shirani Faradonbeh Ambuj Tewari George Michailidis 69 56 0 20 Nov 2017
Finite Time Identification in Unstable Linear Systems Mohamad Kazem Shirani Faradonbeh Ambuj Tewari George Michailidis 61 147 0 05 Oct 2017
Mostly Exploration-Free Algorithms for Contextual Bandits Hamsa Bastani Mohsen Bayati Khashayar Khosravi 373 159 0 28 Apr 2017
Efficient Reinforcement Learning for High Dimensional Linear Quadratic Systems M. Ibrahimi Adel Javanmard Benjamin Van Roy 92 91 0 24 Mar 2013