restless multi-armed bandit

GINO-Q: Learning an Asymptotically Optimal Index Policy for Restless Multi-armed Bandits AAAI 2026 Optimizing Urban Service Allocation with Time-Constrained Restless Bandits AAAI 2026 Context in Public Health for Underserved Communities: A Bayesian Approach to Online Restless Bandits AAAI 2025 DOPL: Direct Online Preference Learning for Restless Bandits with Preference Feedback ICLR 2025 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 The Bandit Whisperer: Communication Learning for Restless Bandits AAAI 2025 A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health NeurIPS 2024 Global Rewards in Restless Multi-Armed Bandits NeurIPS 2024 Online Restless Multi-Armed Bandits with Long-Term Fairness Constraints AAAI 2024 Provably Efficient Reinforcement Learning for Adversarial Restless Multi-Armed Bandits with Unknown Transitions and Bandit Feedback ICML 2024 Finite-Time Analysis of Whittle Index based Q-Learning for Restless Multi-Armed Bandits with Neural Network Function Approximation NeurIPS 2023 Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation 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 Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare IJCAI 2023 Networked Restless Bandits with Positive Externalities AAAI 2023 Optimistic Whittle Index Policy: Online Learning for Restless Bandits AAAI 2023 Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program AAAI 2023 Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health AAAI 2023 DeepTOP: Deep Threshold-Optimal Policy for MDPs and RMABs NeurIPS 2022 Efficient resource allocation with fairness constraints in restless multi-armed bandits UAI 2022 Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-profits in Improving Maternal and Child Health AAAI 2022 Learning Infinite-Horizon Average-Reward Restless Multi-Action Bandits via Index Awareness NeurIPS 2022 Restless and uncertain: Robust policies for restless bandits via deep multi-agent reinforcement learning UAI 2022