Zobrazeno 1 - 10
of 9 714
pro vyhledávání: '"A A, Winder"'
Boosting Sample Efficiency and Generalization in Multi-agent Reinforcement Learning via Equivariance
Multi-Agent Reinforcement Learning (MARL) struggles with sample inefficiency and poor generalization [1]. These challenges are partially due to a lack of structure or inductive bias in the neural networks typically used in learning the policy. One su
Externí odkaz:
http://arxiv.org/abs/2410.02581
Autor:
Aljarid, Adel K. A., Winder, Jasper, Wei, Cencen, Venkatraman, Arvind, Tomes, Oliver, Soul, Aaron, Papageorgiou, Dimitrios G., Möbius, Matthias E., Boland, Conor S.
Nanoscience at times can seem out of reach to the developing world and the general public, with much of the equipment expensive and knowledge seemingly esoteric to nonexperts. Using only cheap, everyday household items, accessible research with real
Externí odkaz:
http://arxiv.org/abs/2401.15418
Autor:
Stanley, Emma A. M., Souza, Raissa, Winder, Anthony, Gulve, Vedant, Amador, Kimberly, Wilms, Matthias, Forkert, Nils D.
Publikováno v:
Journal of the American Medical Informatics Association, 2024;, ocae165
Artificial intelligence (AI) models trained using medical images for clinical tasks often exhibit bias in the form of disparities in performance between subgroups. Since not all sources of biases in real-world medical imaging data are easily identifi
Externí odkaz:
http://arxiv.org/abs/2311.02115
Publikováno v:
Limnology and Oceanography Letters, Vol 9, Iss 5, Pp 506-511 (2024)
Externí odkaz:
https://doaj.org/article/76d350a9beaa4808bf1bf165d2c76445
Autor:
Mateusz Winder, Tomasz Chmiela, Agnieszka Jarosińska, Katarzyna Karczmarczyk, Adam Właszczuk, Dariusz Wierzba, Marcin Żółtkowski, Andrzej Cacko, Tomasz Francuz
Publikováno v:
Annales Academiae Medicae Silesiensis, Vol 78, Pp 287-293 (2024)
Introduction: The abrupt transition to remote learning caused by the COVID-19 pandemic clearly indicated the need to implement radical technological and institutional changes to the current approach to teaching. Virtual reality (VR) and artificial in
Externí odkaz:
https://doaj.org/article/8beec36d61cd4eb697ba733e0b80680c
Autor:
Katrin A. Bangel, Albert Z. Lim, Alasdair Blain, Yi Shiau Ng, Amy Winder, Joseph Bulmer, Grainne Gorman, Mark Baker, Robert McFarland
Publikováno v:
BMC Neurology, Vol 24, Iss 1, Pp 1-11 (2024)
Abstract Background Focal epilepsy is common in children and adults with mitochondrial disease. Seizures are often refractory to pharmacological treatment and, in this patient group, frequently evolve to refractory focal status epilepticus (also know
Externí odkaz:
https://doaj.org/article/75cefdcaf5114d3abac37f9dc9294184
Autor:
Hannah L. Morgan, Nader Eid, Nadine Holmes, Sonal Henson, Victoria Wright, Clare Coveney, Catherine Winder, Donna M. O’Neil, Warwick B. Dunn, David J. Boocock, Adam J. Watkins
Publikováno v:
BMC Biology, Vol 22, Iss 1, Pp 1-25 (2024)
Abstract Background The importance of parental diet in relation to eventual offspring health is increasing in prominence due to the increased frequency of parents of reproductive age consuming poor diets. Whilst maternal health and offspring outcome
Externí odkaz:
https://doaj.org/article/e1295ee3491140b3827e61c34312c530
Publikováno v:
JDS Communications, Vol 5, Iss 4, Pp 317-321 (2024)
This study aimed to evaluate the effectiveness of an automated tail movement sensor device (Moocall; Bluebell, Dublin, Ireland) to predict time of calving in dairy cows. At a commercial dairy farm in southern Ontario, Moocall (MC) devices were attach
Externí odkaz:
https://doaj.org/article/53376f0b7de94d93912c22e2c9615a25
Publikováno v:
Journal of Dairy Science, Vol 107, Iss 7, Pp 4605-4615 (2024)
ABSTRACT: The objective of this review was to outline current implementation of biosecurity, the impact of biosecurity on the industry, and producers' and veterinarians' perceptions of biosecurity, with a focus on the Canadian dairy industry. Biosecu
Externí odkaz:
https://doaj.org/article/257aabcb602d4a32a08d66d35a271426
Publikováno v:
Limnology and Oceanography Letters, Vol 9, Iss 3, Pp 209-218 (2024)
Abstract Understanding species phenology and temporal co‐occurrence across trophic levels is essential to assess anthropogenic impacts on ecological interactions. We analyzed 15 yr of monitoring data to identify trends and drivers of timing and mag
Externí odkaz:
https://doaj.org/article/7d6b1ef3c83444719c7bfb52c4544e9b