most citedFast Optimization of Wildfire Suppression Policies with SMAC

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cs.LG2017★ 1 cited

Fast Optimization of Wildfire Suppression Policies with SMAC

Sean McGregor, Rachel Houtman, Claire Montgomery +2

Managers of US National Forests must decide what policy to apply for dealing with lightning-caused wildfires. Conflicts among stakeholders (e.g., timber companies, home owners, and…

cs.LG2017

Factoring Exogenous State for Model-Free Monte Carlo

Sean McGregor, Rachel Houtman, Claire Montgomery +2

Policy analysts wish to visualize a range of policies for large simulator-defined Markov Decision Processes (MDPs). One visualization approach is to invoke the simulator to generat…