引用次数
引用: 546
H-指数: 10
I10-指数 : 10
出版物: 36
Activity Allocation in an Under-Resourced World: Toward Improving Engagement with Public Health Programs via Restless Bandits
Jackson Albert Killian
Harvard University
2023
Genome-wide DNA hypermethylation opposes healing in patients with chronic wounds by impairing epithelial-mesenchymal transition
Kanhaiya Singh , Yashika Rustagi , Ahmed S Abouhashem , Saba Tabasum
The Journal of Clinical Investigation 132 ( 17)
9
2022
Find rhinos without finding rhinos: active learning with multimodal imagery of south african rhino habitats
Lucia Gordon , Nikhil Behari , Samuel Collier , Elizabeth Bondi-Kelly
5977 -5985
2023
Q-learning Lagrange policies for multi-action restless bandits
Jackson A Killian , Arpita Biswas , Sanket Shah , Milind Tambe
871 -881
35
2021
Beyond" to act or not to act": Fast lagrangian approaches to general multi-action restless bandits
Jackson A Killian , Andrew Perrault , Milind Tambe
710 -718
24
2021
Evaluating COVID-19 lockdown policies for India: A preliminary modeling assessment for individual states
Aditya Mate , Jackson A Killian , Bryan Wilder , Marie Charpignon
Available at SSRN 3575207
16
2020
Robust restless bandits: Tackling interval uncertainty with deep reinforcement learning
Jackson A Killian , Lily Xu , Arpita Biswas , Milind Tambe
Conference on Uncertainty in Artificial Intelligence (UAI) 180 990 -1000
8
2022
Robust planning over restless groups: engagement interventions for a large-scale maternal telehealth program
Jackson A Killian , Arpita Biswas , Lily Xu , Shresth Verma
Proceedings of the AAAI Conference on Artificial Intelligence 37 ( 12) 14295 -14303
6
2023
Evaluating COVID-19 lockdown and business-sector-specific reopening policies for three US states
Jackson A Killian , Marie Charpignon , Bryan Wilder , Andrew Perrault
Available at SSRN 3598744
6
2020
Evaluating covid-19 lockdown and reopening scenarios for georgia, florida, and mississippi
Jackson A Killian , Marie Charpignon , Bryan Wilder , Andrew Perrault
Florida, and Mississippi (May 12, 2020)
5
2020
Equitable Restless Multi-Armed Bandits: A General Framework Inspired By Digital Health
Jackson A Killian , Manish Jain , Yugang Jia , Jonathan Amar
arXiv preprint arXiv:2308.09726
4
2023
Flexible budgets in restless bandits: a primal-dual algorithm for efficient budget allocation
Paula Rodriguez Diaz , Jackson A Killian , Lily Xu , Arun Sai Suggala
Proceedings of the AAAI Conference on Artificial Intelligence 37 ( 10) 12103 -12111
4
2023
Limited resource allocation in a non-markovian world: The case of maternal and child healthcare
Panayiotis Danassis , Shresth Verma , Jackson A Killian , Aparna Taneja
arXiv preprint arXiv:2305.12640
4
2023
Restless and uncertain: Robust policies for restless bandits via deep multi-agent reinforcement learning
Jackson A Killian , Lily Xu , Arpita Biswas , Milind Tambe
Uncertainty in Artificial Intelligence 990 -1000
4
2022
AND NEW YORK CITY
Bryan Wilder , Marie Charpignon , Jackson A Killian , Han-Ching Ou
4
2020
Fairness for Workers Who Pull the Arms: An Index Based Policy for Allocation of Restless Bandit Tasks
Arpita Biswas , Jackson A Killian , Paula Rodriguez Diaz , Susobhan Ghosh
arXiv preprint arXiv:2303.00799
3
2023
Incorporating healthcare motivated constraints in restless bandit based resource allocation
Aviva Prins , Aditya Mate , Jackson A Killian , Rediet Abebe
preprint
3
2020
New Approach to Equitable Intervention Planning to Improve Engagement and Outcomes in a Digital Health Program: Simulation Study
Jackson A Killian , Manish Jain , Yugang Jia , Jonathan Amar
JMIR diabetes 9 ( 1) e52688 -e52688
1
2024
Adherence Bandits
Jackson A Killian , Arshika Lalan , Aditya Mate , Manish Jain
The Workshop on Artificial Intelligence for Social Good at AAAI ( 2023)
2023