Improving Health Information Access in the World's Largest Maternal Mobile Health Program via Bandit Algorithms
Fuente:
arXiv
Saved in:
| Main Authors: | Lalan, Arshika, Verma, Shresth, Diaz, Paula Rodriguez, Danassis, Panayiotis, Mahale, Amrita, Sudan, Kumar Madhu, Hegde, Aparna, Tambe, Milind, Taneja, Aparna |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Leveraging AI to improve health information access in the World's largest maternal mobile health program
by: Shresth Verma, et al.
Published: (2024)
by: Shresth Verma, et al.
Published: (2024)
Learning to Call: A Field Trial of a Collaborative Bandit Algorithm for Improved Message Delivery in Mobile Maternal Health
by: Dasgupta, Arpan, et al.
Published: (2025)
by: Dasgupta, Arpan, et al.
Published: (2025)
The Bandit Whisperer: Communication Learning for Restless Bandits
by: Zhao, Yunfan, et al.
Published: (2024)
by: Zhao, Yunfan, et al.
Published: (2024)
Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health
by: Verma, Shresth, et al.
Published: (2026)
by: Verma, Shresth, et al.
Published: (2026)
A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health
by: Behari, Nikhil, et al.
Published: (2024)
by: Behari, Nikhil, et al.
Published: (2024)
Balancing Act: Prioritization Strategies for LLM-Designed Restless Bandit Rewards
by: Verma, Shresth, et al.
Published: (2024)
by: Verma, Shresth, et al.
Published: (2024)
Beyond Listenership: AI-Predicted Interventions Drive Improvements in Maternal Health Behaviours
by: Dasgupta, Arpan, et al.
Published: (2025)
by: Dasgupta, Arpan, et al.
Published: (2025)
Multilinguality in LLM-Designed Reward Functions for Restless Bandits: Effects on Task Performance and Fairness
by: Parthasarathy, Ambreesh, et al.
Published: (2025)
by: Parthasarathy, Ambreesh, et al.
Published: (2025)
Bayesian Collaborative Bandits with Thompson Sampling for Improved Outreach in Maternal Health Program
by: Dasgupta, Arpan, et al.
Published: (2024)
by: Dasgupta, Arpan, et al.
Published: (2024)
Preliminary Study of the Impact of AI-Based Interventions on Health and Behavioral Outcomes in Maternal Health Programs
by: Dasgupta, Arpan, et al.
Published: (2024)
by: Dasgupta, Arpan, et al.
Published: (2024)
IRL for Restless Multi-Armed Bandits with Applications in Maternal and Child Health
by: Jain, Gauri, et al.
Published: (2024)
by: Jain, Gauri, et al.
Published: (2024)
Can Vibe Coding Beat Graduate CS Students? An LLM vs. Human Coding Tournament on Market-driven Strategic Planning
by: Danassis, Panayiotis, et al.
Published: (2025)
by: Danassis, Panayiotis, et al.
Published: (2025)
Combining Diverse Information for Coordinated Action: Stochastic Bandit Algorithms for Heterogeneous Agents
by: Gordon, Lucia, et al.
Published: (2024)
by: Gordon, Lucia, et al.
Published: (2024)
Context in Public Health for Underserved Communities: A Bayesian Approach to Online Restless Bandits
by: Liang, Biyonka, et al.
Published: (2024)
by: Liang, Biyonka, et al.
Published: (2024)
A Multi-Agent Framework for Stateful Inference-Time Search
by: Lalan, Arshika, et al.
Published: (2025)
by: Lalan, Arshika, et al.
Published: (2025)
LLM-based Agent Simulation for Maternal Health Interventions: Uncertainty Estimation and Decision-focused Evaluation
by: Martinson, Sarah, et al.
Published: (2025)
by: Martinson, Sarah, et al.
Published: (2025)
Efficient Public Health Intervention Planning Using Decomposition-Based Decision-Focused Learning
by: Shah, Sanket, et al.
Published: (2024)
by: Shah, Sanket, et al.
Published: (2024)
Finite-Horizon Single-Pull Restless Bandits: An Efficient Index Policy For Scarce Resource Allocation
by: Xiong, Guojun, et al.
Published: (2025)
by: Xiong, Guojun, et al.
Published: (2025)
Preference Robustness for DPO with Applications to Public Health
by: Kim, Cheol Woo, et al.
Published: (2025)
by: Kim, Cheol Woo, et al.
Published: (2025)
Fairness for Workers Who Pull the Arms: An Index Based Policy for Allocation of Restless Bandit Tasks
by: Biswas, Arpita, et al.
Published: (2023)
by: Biswas, Arpita, et al.
Published: (2023)
Towards Foundation-model-based Multiagent System to Accelerate AI for Social Impact
by: Zhao, Yunfan, et al.
Published: (2024)
by: Zhao, Yunfan, et al.
Published: (2024)
Improving the Prediction of Individual Engagement in Recommendations Using Cognitive Models
by: Seow, Roderick, et al.
Published: (2024)
by: Seow, Roderick, et al.
Published: (2024)
Adaptive Multi-Agent Response Refinement in Conversational Systems
by: Jeong, Soyeong, et al.
Published: (2025)
by: Jeong, Soyeong, et al.
Published: (2025)
Generative AI Against Poaching: Latent Composite Flow Matching for Wildlife Conservation
by: Kong, Lingkai, et al.
Published: (2025)
by: Kong, Lingkai, et al.
Published: (2025)
Towards a Pretrained Model for Restless Bandits via Multi-arm Generalization
by: Zhao, Yunfan, et al.
Published: (2023)
by: Zhao, Yunfan, et al.
Published: (2023)
SADDLe: Sharpness-Aware Decentralized Deep Learning with Heterogeneous Data
by: Choudhary, Sakshi, et al.
Published: (2024)
by: Choudhary, Sakshi, et al.
Published: (2024)
Lightweight Robust Direct Preference Optimization
by: Kim, Cheol Woo, et al.
Published: (2025)
by: Kim, Cheol Woo, et al.
Published: (2025)
A Quasi-centralized Collision-free Path Planning Approach for Multi-Robot Systems
by: G, Rohith, et al.
Published: (2021)
by: G, Rohith, et al.
Published: (2021)
Cooperative Multi-Agent Graph Bandits: UCB Algorithm and Regret Analysis
by: Paschalidis, Phevos, et al.
Published: (2024)
by: Paschalidis, Phevos, et al.
Published: (2024)
Evaluating the Effectiveness of Index-Based Treatment Allocation
by: Boehmer, Niclas, et al.
Published: (2024)
by: Boehmer, Niclas, et al.
Published: (2024)
Adversarial Bandit over Bandits: Hierarchical Bandits for Online Configuration Management
by: Avin, Chen, et al.
Published: (2025)
by: Avin, Chen, et al.
Published: (2025)
Sustainable Multi-Agent Crowdsourcing via Physics-Informed Bandits
by: Banerjee, Chayan
Published: (2026)
by: Banerjee, Chayan
Published: (2026)
Anomaly Detection in Networked Bandits
by: Cheng, Xiaotong, et al.
Published: (2025)
by: Cheng, Xiaotong, et al.
Published: (2025)
Relational Weight Optimization for Enhancing Team Performance in Multi-Agent Multi-Armed Bandits
by: Kotturu, Monish Reddy, et al.
Published: (2024)
by: Kotturu, Monish Reddy, et al.
Published: (2024)
Learning to Coordinate Under Threshold Rewards: A Cooperative Multi-Agent Bandit Framework
by: Ledford, Michael, et al.
Published: (2025)
by: Ledford, Michael, et al.
Published: (2025)
Mobility to Campus -- a Framework to Evaluate and Compare Different Mobility Modes
by: Fehler, Helena, et al.
Published: (2025)
by: Fehler, Helena, et al.
Published: (2025)
On Mobile Ad Hoc Networks for Coverage of Partially Observable Worlds
by: Meriaux, Edwin, et al.
Published: (2025)
by: Meriaux, Edwin, et al.
Published: (2025)
Guiding LLM-Based Human Mobility Simulation with Mobility Measures from Shared Data
by: Yan, Hua, et al.
Published: (2026)
by: Yan, Hua, et al.
Published: (2026)
Converging to Stability in Two-Sided Bandits: The Case of Unknown Preferences on Both Sides of a Matching Market
by: Pokharel, Gaurab, et al.
Published: (2023)
by: Pokharel, Gaurab, et al.
Published: (2023)
Algebra in Algorithmic Coding Theory
by: Sudan, Madhu
Published: (2025)
by: Sudan, Madhu
Published: (2025)
Similar Items
-
Leveraging AI to improve health information access in the World's largest maternal mobile health program
by: Shresth Verma, et al.
Published: (2024) -
Learning to Call: A Field Trial of a Collaborative Bandit Algorithm for Improved Message Delivery in Mobile Maternal Health
by: Dasgupta, Arpan, et al.
Published: (2025) -
The Bandit Whisperer: Communication Learning for Restless Bandits
by: Zhao, Yunfan, et al.
Published: (2024) -
Decisions and Deployment: The Five-Year SAHELI Project (2020-2025) on Restless Multi-Armed Bandits for Improving Maternal and Child Health
by: Verma, Shresth, et al.
Published: (2026) -
A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health
by: Behari, Nikhil, et al.
Published: (2024)