Collapsing Bandits and Their Application to Public Health Interventions

Collapsing Bandits and Their Application to Public Health Interventions

5 July 2020

Andrew Perrault

Papers citing "Collapsing Bandits and Their Application to Public Health Interventions"

12 / 12 papers shown

Title
Global Rewards in Restless Multi-Armed Bandits Naveen Raman Zheyuan Ryan Shi Fei Fang 63 2 0 02 Jun 2024
Robust Active Measuring under Model Uncertainty Merlijn Krale T. D. Simão Jana Tumova Nils Jansen 27 0 0 18 Dec 2023
Finite-Time Analysis of Whittle Index based Q-Learning for Restless Multi-Armed Bandits with Neural Network Function Approximation Guojun Xiong Jian Li 38 13 0 03 Oct 2023
Decision-Focused Evaluation: Analyzing Performance of Deployed Restless Multi-Arm Bandits Paritosh Verma Shresth Verma Aditya Mate Aparna Taneja Milind Tambe 16 0 0 19 Jan 2023
Networked Restless Bandits with Positive Externalities Christine Herlihy John P. Dickerson 31 3 0 09 Dec 2022
Non-Stationary Bandits with Auto-Regressive Temporal Dependency Qinyi Chen Negin Golrezaei Djallel Bouneffouf AI4TS 35 12 0 28 Oct 2022
Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health Kai Wang Shresth Verma Aditya Mate Sanket Shah Aparna Taneja N. Madhiwalla Aparna Hegde Milind Tambe 21 12 0 02 Feb 2022
Networked Restless Multi-Armed Bandits for Mobile Interventions H. Ou Christoph Siebenbrunner J. Killian M. Brooks David Kempe Yevgeniy Vorobeychik Milind Tambe 40 7 0 28 Jan 2022
Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-Profits in Improving Maternal and Child Health Aditya Mate Lovish Madaan Aparna Taneja N. Madhiwalla Shresth Verma Gargi Singh Aparna Hegde Pradeep Varakantham Milind Tambe 28 52 0 16 Sep 2021
Q-Learning Lagrange Policies for Multi-Action Restless Bandits J. Killian Arpita Biswas Sanket Shah Milind Tambe OffRL 38 33 0 22 Jun 2021
Efficient Algorithms for Finite Horizon and Streaming Restless Multi-Armed Bandit Problems Aditya Mate Arpita Biswas Christoph Siebenbrunner Susobhan Ghosh Milind Tambe 24 9 0 08 Mar 2021
Simulation Based Algorithms for Markov Decision Processes and Multi-Action Restless Bandits R. Meshram Kesav Kaza 33 10 0 25 Jul 2020