restless bandit

Lyapunov-Based Sample Complexity Analysis for Weakly-Coupled MDPs (extended abstract) COLT 2026 Fair Resource Allocation in Weakly Coupled Markov Decision Processes AISTATS 2025 Model predictive control is almost optimal for restless bandits COLT 2025 Graph-Triggered Rising Bandits ICML 2024 Group Fairness in Predict-Then-Optimize Settings for Restless Bandits UAI 2024 Improving Health Information Access in the World’s Largest Maternal Mobile Health Program via Bandit Algorithms AAAI 2024 Whittle Index with Multiple Actions and State Constraint for Inventory Management ICLR 2024 Networked Restless Bandits with Positive Externalities AAAI 2023 Online Restless Bandits with Unobserved States ICML 2023 Optimistic Whittle Index Policy: Online Learning for Restless Bandits AAAI 2023 Restless Bandits with Average Reward: Breaking the Uniform Global Attractor Assumption NeurIPS 2023 Learning Infinite-Horizon Average-Reward Restless Multi-Action Bandits via Index Awareness NeurIPS 2022 Reinforcement Learning Augmented Asymptotically Optimal Index Policy for Finite-Horizon Restless Bandits AAAI 2022 AI for Planning Public Health Interventions IJCAI 2021 NeurWIN: Neural Whittle Index Network For Restless Bandits Via Deep RL NeurIPS 2021 Restless-UCB, an Efficient and Low-complexity Algorithm for Online Restless Bandits NeurIPS 2020 Approximations of the Restless Bandit Problem JMLR 2019 Optimal Policies for Observing Time Series and Related Restless Bandit Problems JMLR 2019 Regret Bounds for Thompson Sampling in Episodic Restless Bandit Problems NeurIPS 2019 Cornering Stationary and Restless Mixing Bandits with Remix-UCB NeurIPS 2015 When are Kalman-Filter Restless Bandits Indexable? NeurIPS 2015