Analysis of Thompson Sampling for Controlling Unknown Linear Diffusion Processes

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Analysis of Thompson Sampling for Controlling Unknown Linear Diffusion Processes

20 June 2022

Mohamad Kazem Shirani Faradonbeh

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Papers citing "Analysis of Thompson Sampling for Controlling Unknown Linear Diffusion Processes"

13 / 13 papers shown

Title
Bayesian Algorithms Learn to Stabilize Unknown Continuous-Time Systems Mohamad Kazem Shirani Faradonbeh Mohamad Sadegh Shirani Faradonbeh 22 5 0 30 Dec 2021
Exploration-exploitation trade-off for continuous-time episodic reinforcement learning with linear-convex models Lukasz Szpruch Tanut Treetanthiploet Yufei Zhang 48 25 0 19 Dec 2021
Scalable regret for learning to control network-coupled subsystems with unknown dynamics Sagar Sudhakara Aditya Mahajan A. Nayyar Yi Ouyang 52 3 0 18 Aug 2021
Logarithmic regret for episodic continuous-time linear-quadratic reinforcement learning over a finite-time horizon Matteo Basei Xin Guo Anran Hu Yufei Zhang 44 42 0 27 Jun 2020
Robust exploration in linear quadratic reinforcement learning Jack Umenberger Mina Ferizbegovic Thomas B. Schon H. Hjalmarsson 49 37 0 04 Jun 2019
Randomized Algorithms for Data-Driven Stabilization of Stochastic Linear Systems Mohamad Kazem Shirani Faradonbeh Ambuj Tewari George Michailidis 28 15 0 16 May 2019
On Applications of Bootstrap in Continuous Space Reinforcement Learning Mohamad Kazem Shirani Faradonbeh Ambuj Tewari George Michailidis 29 12 0 14 Mar 2019
Input Perturbations for Adaptive Control and Learning Mohamad Kazem Shirani Faradonbeh Ambuj Tewari George Michailidis 42 45 0 10 Nov 2018
Optimism-Based Adaptive Regulation of Linear-Quadratic Systems Mohamad Kazem Shirani Faradonbeh Ambuj Tewari George Michailidis 69 56 0 20 Nov 2017
Dual Control for Approximate Bayesian Reinforcement Learning Edgar D. Klenske Philipp Hennig BDL OffRL 55 66 0 13 Oct 2015
An Information-Theoretic Analysis of Thompson Sampling Daniel Russo Benjamin Van Roy 171 426 0 21 Mar 2014
Learning to Optimize Via Posterior Sampling Daniel Russo Benjamin Van Roy 203 703 0 11 Jan 2013
Further Optimal Regret Bounds for Thompson Sampling Shipra Agrawal Navin Goyal 107 442 0 15 Sep 2012