Thompson Sampling in Non-Episodic Restless Bandits

12 October 2019

Papers citing "Thompson Sampling in Non-Episodic Restless Bandits"

13 / 13 papers shown

Title
Planning and Learning in Risk-Aware Restless Multi-Arm Bandit Problem Nima Akbarzadeh Erick Delage Yossiri Adulyasak 180 0 0 30 Oct 2024
A resource-constrained stochastic scheduling algorithm for homeless street outreach and gleaning edible food Conor M. Artman Aditya Mate Ezinne Nwankwo A. Heching Tsuyoshi Idé ... Kush R. Varshney Lauri Goldkind Gidi Kroch Jaclyn Sawyer Ian Watson 72 0 0 15 Mar 2024
Fairness of Exposure in Online Restless Multi-armed Bandits Archit Sood Shweta Jain Sujit Gujar 61 2 0 09 Feb 2024
Online Restless Multi-Armed Bandits with Long-Term Fairness Constraints Shu-Fan Wang Guojun Xiong Jian Li 108 7 0 16 Dec 2023
Langevin Thompson Sampling with Logarithmic Communication: Bandits and Reinforcement Learning Amin Karbasi Nikki Lijing Kuang Yi-An Ma Siddharth Mitra OffRL 67 5 0 15 Jun 2023
Networked Restless Bandits with Positive Externalities Christine Herlihy John P. Dickerson 84 3 0 09 Dec 2022
Optimistic Whittle Index Policy: Online Learning for Restless Bandits Kai Wang Lily Xu Aparna Taneja Milind Tambe 84 17 0 30 May 2022
On learning Whittle index policy for restless bandits with scalable regret N. Akbarzadeh Aditya Mahajan 97 13 0 07 Feb 2022
Reinforcement Learning for Finite-Horizon Restless Multi-Armed Multi-Action Bandits Guojun Xiong Jian Li Rahul Singh 45 4 0 20 Sep 2021
Restless and Uncertain: Robust Policies for Restless Bandits via Deep Multi-Agent Reinforcement Learning J. Killian Lily Xu Arpita Biswas Milind Tambe 61 6 0 04 Jul 2021
Planning to Fairly Allocate: Probabilistic Fairness in the Restless Bandit Setting Christine Herlihy Aviva Prins A. Srinivasan John P. Dickerson 68 15 0 14 Jun 2021
Restless-UCB, an Efficient and Low-complexity Algorithm for Online Restless Bandits Siwei Wang Longbo Huang John C. S. Lui OffRL 91 39 0 05 Nov 2020
Screening for an Infectious Disease as a Problem in Stochastic Control Jakub Mareˇcek 31 3 0 01 Nov 2020