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whittle index

13 papers

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Co-occurring keywords

restless multi-armed bandit (28) restless bandit (14) markov decision process (790) threshold policy (5) whittle index policy (3) regret bound (1926) sequential decision making (215) transition dynamics (19) decision-focused learning (20) predictive model (55)

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
Global Rewards in Restless Multi-Armed Bandits NIPS 2024
Networked Restless Bandits with Positive Externalities AAAI 2023
Finite-Time Analysis of Whittle Index based Q-Learning for Restless Multi-Armed Bandits with Neural Network Function Approximation NIPS 2023
Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health AAAI 2023
Optimistic Whittle Index Policy: Online Learning for Restless Bandits AAAI 2023
DeepTOP: Deep Threshold-Optimal Policy for MDPs and RMABs NIPS 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 NIPS 2021
Collapsing Bandits and Their Application to Public Health Intervention NIPS 2020
Regret Bounds for Thompson Sampling in Episodic Restless Bandit Problems NIPS 2019
When are Kalman-Filter Restless Bandits Indexable? NIPS 2015