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Material Type: Artigo
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On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC)Washim Uddin Mondal ; Agarwal, Mridul ; Aggarwal, Vaneet ; Ukkusuri, Satish VarXiv.org, 2022-01 [Periódico revisado por pares]Ithaca: Cornell University Library, arXiv.orgTexto completo disponível |
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Material Type: Artigo
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How to DP-fy ML: A Practical Guide to Machine Learning with Differential PrivacyPonomareva, Natalia ; Hazimeh, Hussein ; Kurakin, Alex ; Xu, Zheng ; Denison, Carson ; McMahan, H. Brendan ; Vassilvitskii, Sergei ; Chien, Steve ; Thakurta, Abhradeep GuhaThe Journal of artificial intelligence research, 2023-01, Vol.77, p.1113-1201 [Periódico revisado por pares]Texto completo disponível |
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Material Type: Artigo
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From Word To Sense Embeddings: A Survey on Vector Representations of MeaningCamacho-Collados, Jose ; Pilehvar, Mohammad TaherThe Journal of artificial intelligence research, 2018-12, Vol.63, p.743-788 [Periódico revisado por pares]San Francisco: AI Access FoundationTexto completo disponível |
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Material Type: Artigo
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SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year AnniversaryFernandez, Alberto ; Garcia, Salvador ; Herrera, Francisco ; Chawla, Nitesh V.The Journal of artificial intelligence research, 2018-04, Vol.61, p.863-905 [Periódico revisado por pares]San Francisco: AI Access FoundationTexto completo disponível |
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Material Type: Artigo
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Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluationGatt, Albert ; Krahmer, EmielThe Journal of artificial intelligence research, 2018-01, Vol.61, p.65-170 [Periódico revisado por pares]San Francisco: AI Access FoundationTexto completo disponível |
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Material Type: Artigo
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Confident Learning: Estimating Uncertainty in Dataset LabelsNorthcutt, Curtis ; Jiang, Lu ; Chuang, IsaacThe Journal of artificial intelligence research, 2021-04, Vol.70, p.1373-1411 [Periódico revisado por pares]San Francisco: AI Access FoundationTexto completo disponível |
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Material Type: Artigo
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A Survey of Cross-lingual Word Embedding ModelsRuder, Sebastian ; Vulić, Ivan ; Søgaard, AndersThe Journal of artificial intelligence research, 2019-01, Vol.65, p.569-631 [Periódico revisado por pares]San Francisco: AI Access FoundationTexto completo disponível |
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Material Type: Artigo
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Towards Continual Reinforcement Learning: A Review and PerspectivesKhetarpal, Khimya ; Riemer, Matthew ; Rish, Irina ; Precup, DoinaThe Journal of artificial intelligence research, 2022-01, Vol.75, p.1401-1476 [Periódico revisado por pares]San Francisco: AI Access FoundationTexto completo disponível |
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Material Type: Artigo
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The Arcade Learning Environment: An Evaluation Platform for General AgentsBellemare, M. G. ; Naddaf, Y. ; Veness, J. ; Bowling, M.The Journal of artificial intelligence research, 2013-01, Vol.47, p.253-279 [Periódico revisado por pares]San Francisco: AI Access FoundationTexto completo disponível |
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Material Type: Artigo
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A Survey on the Explainability of Supervised Machine LearningBurkart, Nadia ; Huber, Marco F.The Journal of artificial intelligence research, 2021-01, Vol.70, p.245-317 [Periódico revisado por pares]San Francisco: AI Access FoundationTexto completo disponível |