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Optimistic Whittle Index Policy: Online Learning for Restless Bandits


May 30, 2022
Kai Wang, Lily Xu, Aparna Taneja, Milind Tambe


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Ranked Prioritization of Groups in Combinatorial Bandit Allocation


May 11, 2022
Lily Xu, Arpita Biswas, Fei Fang, Milind Tambe

* Accepted at IJCAI 2022, AI for Good track. 7 pages + 2 pages appendix. Code is available at https://github.com/lily-x/rankedCUCB 

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Evolutionary Approach to Security Games with Signaling


Apr 29, 2022
Adam Żychowski, Jacek Mańdziuk, Elizabeth Bondi, Aravind Venugopal, Milind Tambe, Balaraman Ravindran


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ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria


Apr 28, 2022
Vineet Nair, Kritika Prakash, Michael Wilbur, Aparna Taneja, Corrine Namblard, Oyindamola Adeyemo, Abhishek Dubey, Abiodun Adereni, Milind Tambe, Ayan Mukhopadhyay

* Accepted for publication at International Joint Conference on Artificial Intelligence 2022, AI for Good Track (IJCAI-22) 

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Learning (Local) Surrogate Loss Functions for Predict-Then-Optimize Problems


Mar 30, 2022
Sanket Shah, Bryan Wilder, Andrew Perrault, Milind Tambe


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Proceedings of the Artificial Intelligence for Cyber Security (AICS) Workshop at AAAI 2022


Mar 01, 2022
James Holt, Edward Raff, Ahmad Ridley, Dennis Ross, Arunesh Sinha, Diane Staheli, William Streilen, Milind Tambe, Yevgeniy Vorobeychik, Allan Wollaber


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Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Care Domain


Feb 02, 2022
Kai Wang, Shresth Verma, Aditya Mate, Sanket Shah, Aparna Taneja, Neha Madhiwalla, Aparna Hegde, Milind Tambe


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Networked Restless Multi-Armed Bandits for Mobile Interventions


Jan 28, 2022
Han-Ching Ou, Christoph Siebenbrunner, Jackson Killian, Meredith B Brooks, David Kempe, Yevgeniy Vorobeychik, Milind Tambe


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Facilitating human-wildlife cohabitation through conflict prediction


Sep 22, 2021
Susobhan Ghosh, Pradeep Varakantham, Aniket Bhatkhande, Tamanna Ahmad, Anish Andheria, Wenjun Li, Aparna Taneja, Divy Thakkar, Milind Tambe

* 7 pages, 4 figures 

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Field Study in Deploying Restless Multi-Armed Bandits: Assisting Non-Profits in Improving Maternal and Child Health


Sep 16, 2021
Aditya Mate, Lovish Madaan, Aparna Taneja, Neha Madhiwalla, Shresth Verma, Gargi Singh, Aparna Hegde, Pradeep Varakantham, Milind Tambe


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