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Rachel Houtman

2 papers hereh-index 9386 citations21 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG2

identity via Semantic Scholar / OpenAlex

most citedFast Optimization of Wildfire Suppression Policies with SMAC

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

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…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.