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Found 9 papers, 0 papers with code
Analyzing and Predicting Low-Listenership Trends in a Large-Scale Mobile Health Program: A Preliminary Investigation
Mobile health programs are becoming an increasingly popular medium for dissemination of health information among beneficiaries in less privileged communities.
Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare
The success of many healthcare programs depends on participants' adherence.
Decision-Focused Evaluation: Analyzing Performance of Deployed Restless Multi-Arm Bandits
Restless multi-arm bandits (RMABs) is a popular decision-theoretic framework that has been used to model real-world sequential decision making problems in public health, wildlife conservation, communication systems, and beyond.
Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health
To address this shortcoming, we propose a novel approach for decision-focused learning in RMAB that directly trains the predictive model to maximize the Whittle index solution quality.
Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-Profits in Improving Maternal and Child Health
Our second major contribution is evaluation of our RMAB system in collaboration with an NGO, via a real-world service quality improvement study.
Emergence of Multilingualism in Population based Referential Games
The ability of agents to learn to communicate by interaction has been studied through emergent communication tasks.
Emergence of Writing Systems Through Multi-Agent Cooperation
Learning to communicate is considered an essential task to develop a general AI.
IIITM Face: A Database for Facial Attribute Detection in Constrained and Simulated Unconstrained Environments
In this work, we introduce a new dataset, IIITM Face, for the scientific community to address these challenges.
Deep Reinforcement Learning for Single-Shot Diagnosis and Adaptation in Damaged Robots
Robotics has proved to be an indispensable tool in many industrial as well as social applications, such as warehouse automation, manufacturing, disaster robotics, etc.
