Zobrazeno 1 - 4
of 4
pro vyhledávání: '"Antoine Grosnit"'
Autor:
Alexander I. Cowen-Rivers, Wenlong Lyu, Rasul Tutunov, Zhi Wang, Antoine Grosnit, Ryan Rhys Griffiths, Alexandre Max Maraval, Hao Jianye, Jun Wang, Jan Peters, Haitham Bou-Ammar
Publikováno v:
Journal of Artificial Intelligence Research. 74:1269-1349
In this work we rigorously analyse assumptions inherent to black-box optimisation hyper-parameter tuning tasks. Our results on the Bayesmark benchmark indicate that heteroscedasticity and non-stationarity pose significant challenges for black-box opt
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a97fe53f0c70f1b70dc6e8de08640b0e
https://doi.org/10.1613/jair.1.13643
https://doi.org/10.1613/jair.1.13643
Autor:
Asif Khan, Alexander Imani Cowen-Rivers, Derrick-Goh-Xin Deik, Antoine Grosnit, Philippe ROBERT, Victor Greiff, Eva Smorodina, Puneet Rawat, Rahmad Akbar, Kamil Dreczkowski, Rasul Tatunov, Dany Bou-Ammar, Jun Wang, Haitham Bou-Ammar
Publikováno v:
SSRN Electronic Journal.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a514d4ffc22739654ff39aa27ae7b79e
https://doi.org/10.2139/ssrn.4115860
https://doi.org/10.2139/ssrn.4115860
Autor:
Asif Khan, Alexander I. Cowen-Rivers, Antoine Grosnit, Derrick-Goh-Xin Deik, Philippe A. Robert, Victor Greiff, Eva Smorodina, Puneet Rawat, Rahmad Akbar, Kamil Dreczkowski, Rasul Tutunov, Dany Bou-Ammar, Jun Wang, Amos Storkey, Haitham Bou-Ammar
Publikováno v:
Cell Reports Methods. 3:100374
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3b05b66c34a9da60efb06d45ef8b7f11
https://doi.org/10.1016/j.crmeth.2022.100374
https://doi.org/10.1016/j.crmeth.2022.100374
[Zhang, ICML 2018] provided the first decentralized actor-critic algorithm for multi-agent reinforcement learning (MARL) that offers convergence guarantees. In that work, policies are stochastic and are defined on finite action spaces. We extend thos
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::126379733b930a6826cd5f318b829e5b
http://arxiv.org/abs/2102.09745
http://arxiv.org/abs/2102.09745
