Jackson A. Killian
5 papers · 2022–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(14)
Conferences
AAAI (2)
IJCAI (2)
UAI (1)
Top co-authors
Keywords
restless multi-armed bandit
(4)
minimax regret
(2)
double oracle
(2)
resource allocation
(2)
healthcare intervention
(2)
sequential decision-making
(1)
robust planning
(1)
multimodal learning
(1)
remote sensing
(1)
primal-dual algorithm
(1)
time-series forecasting
(1)
robust policy
(1)
non-markovian dynamics
(1)
budget allocation
(1)
reward optimization
(1)
maternal health
(1)
thermal imagery
(1)
maternal telehealth
(1)
active learning
(1)
telehealth intervention
(1)
Papers
Flexible Budgets in Restless Bandits: A Primal-Dual Algorithm for Efficient Budget Allocation
AAAI 2023
Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program
AAAI 2023
Limited Resource Allocation in a Non-Markovian World: The Case of Maternal and Child Healthcare
IJCAI 2023
Find Rhinos without Finding Rhinos: Active Learning with Multimodal Imagery of South African Rhino Habitats
IJCAI 2023
Restless and uncertain: Robust policies for restless bandits via deep multi-agent reinforcement learning
UAI 2022