On Applications of Bootstrap in Continuous Space Reinforcement Learning

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On Applications of Bootstrap in Continuous Space Reinforcement Learning

14 March 2019

Mohamad Kazem Shirani Faradonbeh

George Michailidis

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Papers citing "On Applications of Bootstrap in Continuous Space Reinforcement Learning"

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Title
CLT and Edgeworth Expansion for m-out-of-n Bootstrap Estimators of The Studentized Median Imon Banerjee Sayak Chakrabarty 57 0 0 16 May 2025
Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems Dhruv Malik A. Pananjady Kush S. Bhatia K. Khamaru Peter L. Bartlett Martin J. Wainwright 51 199 0 20 Dec 2018
Garbage In, Reward Out: Bootstrapping Exploration in Multi-Armed Bandits Branislav Kveton Csaba Szepesvári Sharan Vaswani Zheng Wen Mohammad Ghavamzadeh Tor Lattimore 145 70 0 13 Nov 2018
Input Perturbations for Adaptive Control and Learning Mohamad Kazem Shirani Faradonbeh Ambuj Tewari George Michailidis 42 45 0 10 Nov 2018
Safely Learning to Control the Constrained Linear Quadratic Regulator Sarah Dean Stephen Tu Nikolai Matni Benjamin Recht 51 139 0 26 Sep 2018
Finite Time Adaptive Stabilization of LQ Systems Mohamad Kazem Shirani Faradonbeh Ambuj Tewari George Michailidis 36 33 0 22 Jul 2018
New Insights into Bootstrapping for Bandits Sharan Vaswani Branislav Kveton Zheng Wen Anup B. Rao Mark Schmidt Yasin Abbasi-Yadkori 129 18 0 24 May 2018
Simple random search provides a competitive approach to reinforcement learning Horia Mania Aurelia Guy Benjamin Recht 62 316 0 19 Mar 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
On the Sample Complexity of the Linear Quadratic Regulator Sarah Dean Horia Mania Nikolai Matni Benjamin Recht Stephen Tu 73 579 0 04 Oct 2017
Deep Exploration via Bootstrapped DQN Ian Osband Charles Blundell Alexander Pritzel Benjamin Van Roy 121 1,314 0 15 Feb 2016
Bootstrapped Thompson Sampling and Deep Exploration Ian Osband Benjamin Van Roy 159 105 0 01 Jul 2015
Thompson sampling with the online bootstrap Dean Eckles M. Kaptein 119 58 0 15 Oct 2014