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of 1 172
pro vyhledávání: '"Kelly, Adrian"'
Autor:
Bierl, Anton
Publikováno v:
Museum Helveticum, 2021 Dec 01. 78(2), 310-311.
Externí odkaz:
https://www.jstor.org/stable/27129395
Autor:
Cremer, Jochen L., Kelly, Adrian, Bessa, Ricardo J., Subasic, Milos, Papadopoulos, Panagiotis N., Young, Samuel, Sagar, Amar, Marot, Antoine
Advanced control, operation, and planning tools of electrical networks with ML are not straightforward. 110 experts were surveyed to show where and how ML algorithms could advance. This paper assesses this survey and research environment. Then, it de
Externí odkaz:
http://arxiv.org/abs/2405.17184
Autor:
Marot, Antoine, Donnot, Benjamin, Chaouache, Karim, Kelly, Adrian, Huang, Qiuhua, Hossain, Ramij-Raja, Cremer, Jochen L.
Artificial agents are promising for real-time power network operations, particularly, to compute remedial actions for congestion management. However, due to high reliability requirements, purely autonomous agents will not be deployed any time soon an
Externí odkaz:
http://arxiv.org/abs/2110.12908
Autor:
Toumbourou, John W., Westrupp, Elizabeth M., Benstead, Michelle, Klettke, Bianca, Clancy, Elizabeth M., Kelly, Adrian B., Reavley, Nicola, Rowland, Bosco
Publikováno v:
In Mental Health & Prevention March 2024 33
Autor:
Marot, Antoine, Donnot, Benjamin, Dulac-Arnold, Gabriel, Kelly, Adrian, O'Sullivan, Aïdan, Viebahn, Jan, Awad, Mariette, Guyon, Isabelle, Panciatici, Patrick, Romero, Camilo
Publikováno v:
Proceedings of Machine Learning Research, 2021 NeurIPS 2020 Competition and Demonstration Track
Power networks, responsible for transporting electricity across large geographical regions, are complex infrastructures on which modern life critically depend. Variations in demand and production profiles, with increasing renewable energy integration
Externí odkaz:
http://arxiv.org/abs/2103.03104
This paper presents the background material required for the Learning to Run Power Networks Challenge. The challenge is focused on using Reinforcement Learning to train an agent to manage the real-time operations of a power grid, balancing power flow
Externí odkaz:
http://arxiv.org/abs/2003.07339