Claire Bizon Monroc

Publications

Brevet (1)

Method for controlling a wind farm using a reinforcement learning method Eva Bouba,Donatien Dubuc,Jiamin Zhu,Claire Bizon Monroc,Ana Bušić United States, Patent n° : US12241455B2. 2025 Brevet hal-04864919v1

Pré-publication, Document de travail (1)

Multi-agent reinforcement learning for locally observable cooperative systems with acyclic dependence structure Claire Bizon Monroc,Ana Bušić,Donatien Dubuc,Jiamin Zhu 2025 Pré-publication, Document de travail hal-04560319v2

Communication dans un congrès (2)

WFCRL: A Multi-Agent Reinforcement Learning Benchmark for Wind Farm Control Claire Bizon Monroc,Ana Bušić,Donatien Dubuc,Jiamin Zhu Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track, Dec 2024, Vancouver, Canada Communication dans un congrès hal-04864926v2
Wind farm control with cooperative multi-agent reinforcement learning Claire Bizon Monroc,Ana Bušić,Donatien Dubuc,Jiamin Zhu ICML 2024 Workshop : Aligning Reinforcement Learning Experimentalists and Theorists (ARLET 2024), Jul 2024, Vienne, Austria Communication dans un congrès hal-04864936v1

Article dans une revue (1)

Towards fine tuning wake steering policies in the field: an imitation-based approach Claire Bizon Monroc,Ana Bušić,Donatien Dubuc,Jiamin Zhu Journal of Physics: Conference Series, 2024, 2767 (3), pp.032017. ⟨10.1088/1742-6596/2767/3/032017⟩ Article dans une revue hal-04653089v1

Thèse (1)

Multi-agent reinforcement learning for dynamic wind farm control Claire Bizon Monroc Computer Science [cs]. Ecole normale supérieure - PSL, 2024. English. ⟨NNT : ⟩ Thèse tel-04895951v2