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pro vyhledávání: '"Artaud, A."'
Multi-Agent Reinforcement Learning (MARL) comprises a broad area of research within the field of multi-agent systems. Several recent works have focused specifically on the study of communication approaches in MARL. While multiple communication method
Externí odkaz:
http://arxiv.org/abs/2401.15059
Reinforcement Learning (RL) is an area of growing interest in the field of artificial intelligence due to its many notable applications in diverse fields. Particularly within the context of intelligent vehicle control, RL has made impressive progress
Externí odkaz:
http://arxiv.org/abs/2311.02746
Multi-Agent Reinforcement Learning (MARL) comprises an area of growing interest in the field of machine learning. Despite notable advances, there are still problems that require investigation. The lazy agent pathology is a famous problem in MARL that
Externí odkaz:
http://arxiv.org/abs/2311.02741
In cooperative Multi-Agent Reinforcement Learning (MARL) agents are required to learn behaviours as a team to achieve a common goal. However, while learning a task, some agents may end up learning sub-optimal policies, not contributing to the objecti
Externí odkaz:
http://arxiv.org/abs/2306.11846
Publikováno v:
2023 IEEE 13th International Conference on Pattern Recognition Systems (ICPRS), Guayaquil, Ecuador, 2023, pp. 1-8
Artificial Intelligence has been used to help human complete difficult tasks in complicated environments by providing optimized strategies for decision-making or replacing the manual labour. In environments including multiple agents, such as football
Externí odkaz:
http://arxiv.org/abs/2303.15471
When learning a task as a team, some agents in Multi-Agent Reinforcement Learning (MARL) may fail to understand their true impact in the performance of the team. Such agents end up learning sub-optimal policies, demonstrating undesired lazy behaviour
Externí odkaz:
http://arxiv.org/abs/2303.14227
Autor:
Yann Combret, Margaux Machefert, Guillaume Prieur, Emeline Fresnel, Elise Artaud-Macari, Bouchra Lamia, Marius Lebret, Clément Medrinal
Publikováno v:
Intensive Care Medicine Experimental, Vol 12, Iss 1, Pp 1-8 (2024)
Abstract Purpose Tracheostomized patients often present with muscle weakness, altered consciousness, or swallowing difficulties. Hence, the literature is scarce regarding the challenging management of tracheostomy weaning. There is a need to strength
Externí odkaz:
https://doaj.org/article/a4aae0f113fe4dde9cb24cd2c3806899
Autor:
Manuela M. X. Tan, Michael A. Lawton, Miriam I. Pollard, Emmeline Brown, Raquel Real, Alejandro Martinez Carrasco, Samir Bekadar, Edwin Jabbari, Regina H. Reynolds, Hirotaka Iwaki, Cornelis Blauwendraat, Sofia Kanavou, Leon Hubbard, Naveed Malek, Katherine A. Grosset, Nin Bajaj, Roger A. Barker, David J. Burn, Catherine Bresner, Thomas Foltynie, Nicholas W. Wood, Caroline H. Williams-Gray, Ole A. Andreassen, Mathias Toft, Alexis Elbaz, Fanny Artaud, Alexis Brice, Jean-Christophe Corvol, Jan Aasly, Matthew J. Farrer, Michael A. Nalls, Andrew B. Singleton, Nigel M. Williams, Yoav Ben-Shlomo, John Hardy, Michele T. M. Hu, Donald G. Grosset, Maryam Shoai, Lasse Pihlstrøm, Huw R. Morris
Publikováno v:
npj Parkinson's Disease, Vol 10, Iss 1, Pp 1-15 (2024)
Abstract There are 90 independent genome-wide significant genetic risk variants for Parkinson’s disease (PD) but currently only five nominated loci for PD progression. The biology of PD progression is likely to be of central importance in defining
Externí odkaz:
https://doaj.org/article/b1dcf9f75c9e4bc4bc4699609e993749
Autor:
Komodo Matta, Vivian Viallon, Edoardo Botteri, Giulia Peveri, Christina Dahm, Anne Østergaard Nannsen, Anja Olsen, Anne Tjønneland, Alexis Elbaz, Fanny Artaud, Chloé Marques, Rudolf Kaaks, Verena Katzke, Matthias B. Schulze, Erand Llanaj, Giovanna Masala, Valeria Pala, Salvatore Panico, Rosario Tumino, Fulvio Ricceri, Jeroen W. G. Derksen, Therese Haugdahl Nøst, Torkjel M. Sandanger, Kristin Benjaminsen Borch, J. Ramón Quirós, Carlota Castro-Espin, Maria-José Sánchez, Amaia Aizpurua Atxega, Lluís Cirera, Marcela Guevara, Jonas Manjer, Sandar Tin Tin, Alicia Heath, Mathilde Touvier, Marcel Goldberg, Elisabete Weiderpass, Marc J. Gunter, Heinz Freisling, Elio Riboli, Pietro Ferrari
Publikováno v:
BMC Medicine, Vol 22, Iss 1, Pp 1-12 (2024)
Abstract Background Healthy lifestyles are inversely associated with the risk of noncommunicable diseases, which are leading causes of death. However, few studies have used longitudinal data to assess the impact of changing lifestyle behaviours on al
Externí odkaz:
https://doaj.org/article/9d090c41067441db8e1df1d5d7ef2c72
Autor:
S. L. Schaffner, W. Casazza, F. Artaud, C. Konwar, S. M. Merrill, C. Domenighetti, J. M. Schulze-Hentrich, S. Lesage, A. Brice, J. C. Corvol, S. Mostafavi, J. K. Dennis, A. Elbaz, M. S. Kobor, DIGPD Study Group
Publikováno v:
npj Parkinson's Disease, Vol 10, Iss 1, Pp 1-18 (2024)
Abstract Although sex, genetics, and exposures can individually influence risk for sporadic Parkinson’s disease (PD), the joint contributions of these factors to the epigenetic etiology of PD have not been comprehensively assessed. Here, we profile
Externí odkaz:
https://doaj.org/article/864995ac59804ea79b0784ded0973dd9