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On Thompson Sampling with Langevin Algorithms

On Thompson Sampling with Langevin Algorithms

Eric Mazumdar
Aldo Pacchiano
Yi-An Ma
Peter L. Bartlett
Michael I. Jordan
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Papers citing "On Thompson Sampling with Langevin Algorithms"

5 / 5 papers shown
Title
VITS : Variational Inference Thompson Sampling for contextual bandits
VITS : Variational Inference Thompson Sampling for contextual bandits
Pierre Clavier
Tom Huix
Alain Durmus
32
3
0
19 Jul 2023
Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo
Provable and Practical: Efficient Exploration in Reinforcement Learning via Langevin Monte Carlo
Haque Ishfaq
Qingfeng Lan
Pan Xu
A. R. Mahmood
Doina Precup
Anima Anandkumar
Kamyar Azizzadenesheli
BDL
OffRL
35
20
0
29 May 2023
Apple Tasting Revisited: Bayesian Approaches to Partially Monitored Online Binary Classification
Apple Tasting Revisited: Bayesian Approaches to Partially Monitored Online Binary Classification
James A. Grant
David S. Leslie
55
3
0
29 Sep 2021
Optimal Order Simple Regret for Gaussian Process Bandits
Optimal Order Simple Regret for Gaussian Process Bandits
Sattar Vakili
N. Bouziani
Sepehr Jalali
A. Bernacchia
Da-shan Shiu
39
51
0
20 Aug 2021
On the Ergodicity, Bias and Asymptotic Normality of Randomized Midpoint Sampling Method
On the Ergodicity, Bias and Asymptotic Normality of Randomized Midpoint Sampling Method
Ye He
Krishnakumar Balasubramanian
Murat A. Erdogdu
31
33
0
06 Nov 2020