Field Study in Deploying Restless Multi-Armed Bandits: Assisting
Non-Profits in Improving Maternal and Child Health

Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-Profits in Improving Maternal and Child Health

16 September 2021

Pradeep Varakantham

Papers citing "Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-Profits in Improving Maternal and Child Health"

11 / 11 papers shown

Title
Reinforcement learning with combinatorial actions for coupled restless bandits Lily Xu Bryan Wilder Elias B. Khalil Milind Tambe 75 1 0 01 Mar 2025
Efficiently Solving Discounted MDPs with Predictions on Transition Matrices Lixing Lyu Jiashuo Jiang Wang Chi Cheung 42 1 0 24 Feb 2025
Global Rewards in Restless Multi-Armed Bandits Naveen Raman Zheyuan Ryan Shi Fei Fang 59 2 0 02 Jun 2024
Adaptive Interventions for Global Health: A Case Study of Malaria África Periánez A. Trister Madhav Nekkar Ana Fernández del Río P. Alonso 30 1 0 03 Mar 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
Optimal Algorithms for Latent Bandits with Cluster Structure S. Pal A. Suggala Karthikeyan Shanmugam Prateek Jain 37 9 0 17 Jan 2023
Contextual Bandits in a Survey Experiment on Charitable Giving: Within-Experiment Outcomes versus Policy Learning Susan Athey Undral Byambadalai Vitor Hadad Sanath Kumar Krishnamurthy Weiwen Leung Joseph Jay Williams 35 13 0 22 Nov 2022
Socially Fair Reinforcement Learning Debmalya Mandal Jiarui Gan OffRL 25 13 0 26 Aug 2022
Optimistic Whittle Index Policy: Online Learning for Restless Bandits Kai Wang Lily Xu Aparna Taneja Milind Tambe 39 16 0 30 May 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
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