conftrace_

restless multi-armed bandit

28 papers

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Also known as

RMAB

Co-occurring keywords

whittle index (13) resource allocation (251) public health (28) markov decision process (790) restless bandit (14) maternal health (6) index policy (5) healthcare intervention (6) whittle index policy (3) regret bound (1926)

Papers

Optimizing Urban Service Allocation with Time-Constrained Restless Bandits AAAI 2026
GINO-Q: Learning an Asymptotically Optimal Index Policy for Restless Multi-armed Bandits AAAI 2026
Optimizing Vital Sign Monitoring in Resource-Constrained Maternal Care: An RL-Based Restless Bandit Approach AAAI 2025
PRIORITY2REWARD: Incorporating Healthworker Preferences for Resource Allocation Planning AAAI 2025
Context in Public Health for Underserved Communities: A Bayesian Approach to Online Restless Bandits AAAI 2025
The Bandit Whisperer: Communication Learning for Restless Bandits AAAI 2025
Online Restless Multi-Armed Bandits with Long-Term Fairness Constraints AAAI 2024
A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health NIPS 2024
Global Rewards in Restless Multi-Armed Bandits NIPS 2024
Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health AAAI 2023
Networked Restless Bandits with Positive Externalities AAAI 2023
Full Gradient Deep Reinforcement Learning for Average-Reward Criterion L4DC 2023
Increasing Impact of Mobile Health Programs: SAHELI for Maternal and Child Care AAAI 2023
Finite-Time Analysis of Whittle Index based Q-Learning for Restless Multi-Armed Bandits with Neural Network Function Approximation NIPS 2023
Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare IJCAI 2023
Optimistic Whittle Index Policy: Online Learning for Restless Bandits AAAI 2023
Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation AAAI 2023
Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program AAAI 2023
Efficient resource allocation with fairness constraints in restless multi-armed bandits UAI 2022
Restless and uncertain: Robust policies for restless bandits via deep multi-agent reinforcement learning UAI 2022
Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-profits in Improving Maternal and Child Health AAAI 2022
DeepTOP: Deep Threshold-Optimal Policy for MDPs and RMABs NIPS 2022
Learning Infinite-Horizon Average-Reward Restless Multi-Action Bandits via Index Awareness NIPS 2022
AI for Planning Public Health Interventions IJCAI 2021
Learn to Intervene: An Adaptive Learning Policy for Restless Bandits in Application to Preventive Healthcare IJCAI 2021