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researcher

Alexander Tapley

2 papers here

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

author position
  • first 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 citedReinforcement Learning for Wildfire Mitigation in Simulated Disaster Environments

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

collaborators

2 papers

cs.LG2023★ 1 cited

Reinforcement Learning for Wildfire Mitigation in Simulated Disaster Environments

Alexander Tapley, Marissa Dotter, Michael Doyle +5

Climate change has resulted in a year over year increase in adverse weather and weather conditions which contribute to increasingly severe fire seasons. Without effective mitigatio…

cs.LG2023

Utilizing Explainability Techniques for Reinforcement Learning Model Assurance

Alexander Tapley, Kyle Gatesman, Luis Robaina +2

Explainable Reinforcement Learning (XRL) can provide transparency into the decision-making process of a Deep Reinforcement Learning (DRL) model and increase user trust and adoption…

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