whittle index

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 Planning and Learning in Risk-Aware Restless Multi-Arm Bandits AISTATS 2025 Global Rewards in Restless Multi-Armed Bandits NeurIPS 2024 Whittle Index with Multiple Actions and State Constraint for Inventory Management ICLR 2024 Finite-Time Analysis of Whittle Index based Q-Learning for Restless Multi-Armed Bandits with Neural Network Function Approximation NeurIPS 2023 Networked Restless Bandits with Positive Externalities AAAI 2023 Optimistic Whittle Index Policy: Online Learning for Restless Bandits 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 Learn to Intervene: An Adaptive Learning Policy for Restless Bandits in Application to Preventive Healthcare IJCAI 2021 NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RL NeurIPS 2021 Collapsing Bandits and Their Application to Public Health Intervention NeurIPS 2020 Regret Bounds for Thompson Sampling in Episodic Restless Bandit Problems NeurIPS 2019 When are Kalman-Filter Restless Bandits Indexable? NeurIPS 2015