Paul Seurin

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Reinforcement Learning

Nuclear Power Plant

Function Approximation

Human Intelligence

Top Venues

Publications

Paul Seurin, Koroush Shirvan
Surpassing legacy approaches and human intelligence with hybrid single- and multi-objective Reinforcement Learning-based optimization and interpretable AI to enable the economic operation of the US nuclear fleet. CoRR (2024)
Paul Seurin, Koroush Shirvan
Assessment of reinforcement learning algorithms for nuclear power plant fuel optimization. Appl. Intell. 54 (2) (2024)
Paul Seurin, Koroush Shirvan
Assessment of Reinforcement Learning Algorithms for Nuclear Power Plant Fuel Optimization. CoRR (2023)
Paul Seurin, Koroush Shirvan
Pareto Envelope Augmented with Reinforcement Learning: Multi-objective reinforcement learning-based approach for Large-Scale Constrained Pressurized Water Reactor optimization. CoRR (2023)
Paul Seurin, Olusola Olabanjo, Joseph Wiggins, Lorien Pratt, Loveneesh Rana, Rozhin Yasaei, Gregory Renard
H2-Golden-Retriever: Methodology and Tool for an Evidence-Based Hydrogen Research Grantsmanship. CoRR (2022)
Majdi I. Radaideh, Katelin Du, Paul Seurin, Devin Seyler, Xubo Gu, Haijia Wang, Koroush Shirvan
NEORL: NeuroEvolution Optimization with Reinforcement Learning. CoRR (2021)