Search Results for author: Alexander Tapley

Found 2 papers, 2 papers with code

Reinforcement Learning for Wildfire Mitigation in Simulated Disaster Environments

1 code implementation27 Nov 2023 Alexander Tapley, Marissa Dotter, Michael Doyle, Aidan Fennelly, Dhanuj Gandikota, Savanna Smith, Michael Threet, Tim Welsh

Climate change has resulted in a year over year increase in adverse weather and weather conditions which contribute to increasingly severe fire seasons.

Management reinforcement-learning

Utilizing Explainability Techniques for Reinforcement Learning Model Assurance

1 code implementation27 Nov 2023 Alexander Tapley, Kyle Gatesman, Luis Robaina, Brett Bissey, Joseph Weissman

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 in real-world use cases.

Decision Making reinforcement-learning

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