Efficient resource allocation with fairness constraints in restless multi-armed bandits

• Main Authors: LI, Dexun, VARAKANTHAM, Pradeep
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Child care; Decision-making problem; Decisions makings; Efficient resource allocation; Expected values; Fairness constraints; Health interventions; Personalized recommendation; Restless multi-armed bandit; Sensor monitoring; Databases and Information Systems; Information Security
• Online Access: https://ink.library.smu.edu.sg/sis_research/9095; https://ink.library.smu.edu.sg/context/sis_research/article/10098/viewcontent/li22e.pdf
• Institution: Singapore Management University

Restless Multi-Armed Bandits (RMAB) is an apt model to represent decision-making problems in public health interventions (e.g., tuberculosis, maternal, and child care), anti-poaching planning, sensor monitoring, personalized recommendations and many more. Existing research in RMAB has contributed me...