Claire Bizon Monroc

PERSEE Center, Mines Paris PSL - France

Email: claire (dot) bizon_monroc (at) minesparis (dot) psl (dot) eu
Linkedin / Google Scholar

About

I am currently a postdoctoral researcher in the PERSEE center of Mines Paris PSL, working in the ERSEI team led by Georges Kariniotakis. Before that, I did a PhD at Inria Paris (Argo team in DI ENS ) and IFP Energies Nouvelles, working on multi-agent reinforcement learning algorithms for the dynamic wind farm control problem. I was advised by Prof. Ana Bušić at Inria Paris, and Jiamin Zhu and Donatien Dubuc at IFP Energies Nouvelles. More broadly, I want to understand how learning agents can cooperate to solve real-world problems.

Selected Publications

Find my publications on Google Scholar.

WFCRL: A Multi-Agent Reinforcement Learning Benchmark for Wind Farm Control - Github
Bizon Monroc, C., Bušić A., Dubuc D. and Zhu J.
Neural Information Processing Systems Datasets and Benchmarks Track (NeurIPS) 2024

Towards fine tuning wake steering policies in the field: an imitation-based approach
Bizon Monroc, C., Bušić A., Dubuc D. and Zhu J.
TORQUE 2024

Actor Critic Agents for Wind Farm Control
Bizon Monroc, C., Bušić A., Dubuc D. and Zhu J.
American Control Conference (ACC) 2023

Talks

2024 Inria - IFP Energies Nouvelles Day: Multi-agent reinforcement learning for dynamic wind farm control
2024 Neurips@Paris 2024: WFCRL: A Multi-Agent Reinforcement Learning Benchmark for Wind Farm Control
2023 AI-NRGY Launch Day
2023 American Control Conference: Actor Critic Agents for Wind Farm Control
2022 Conference on Decision and Control: Delay-Aware Decentralized Q-learning for Wind Farm Control
2022 LINCS Python Workshop Tutorial: Introduction to Multi-Agent Reinforcement Learning
2022 LINCS Python Workshop Tutorial: Introduction to Gym and Stable Baselines for Reinforcement Learning
2022 European Academy of Wind Energy (EAWE) PhD Seminar

Other

I am also interested in bringing recent advances in Natural Language Processing to creole languages, especially French-based ones. I am collecting a list of resources for Martinican creole and related languages here.