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cs.LG2024
Towards Optimal Environmental Policies: Policy Learning under Arbitrary Bipartite Network Interference
Raphael C. Kim, Falco J. Bargagli-Stoffi, Kevin L. Chen +1
The substantial effect of air pollution on cardiovascular disease and mortality burdens is well-established. Emissions-reducing interventions on coal-fired power plants -- a major…
cs.LG2023
Optimizing Heat Alert Issuance with Reinforcement Learning
Ellen M. Considine, Rachel C. Nethery, Gregory A. Wellenius +2
A key strategy in societal adaptation to climate change is using alert systems to prompt preventative action and reduce the adverse health impacts of extreme heat events. This pape…