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Accurate Q-Learning

2018
In order to solve the problem that Q-learning can suffer from large overestimations in some stochastic environments, we first propose a new form of Q-learning, which proves that it is equivalent to the incremental form and analyze the reasons why the convergence rate of Q-learning will be affected by positive bias.
Zhihui Hu   +3 more
openaire   +1 more source

Machine learning for microbiologists

Nature Reviews Microbiology, 2023
Francesco Asnicar   +2 more
exaly  

A guide to machine learning for biologists

Nature Reviews Molecular Cell Biology, 2021
Joe G Greener   +2 more
exaly  

Machine learning sheds light on microbial dark proteins

Nature Reviews Microbiology, 2023
Aaron T Hammack, Crysten E Blaby-Haas
exaly  

Machine learning methods to model multicellular complexity and tissue specificity

Nature Reviews Materials, 2021
Aaron K Wong, Olga G Troyanskaya
exaly  

Machine learning for alloys

Nature Reviews Materials, 2021
Gus L W Hart, Tim Mueller, Cormac Toher
exaly  

Deep learning shapes single-cell data analysis

Nature Reviews Molecular Cell Biology, 2022
Qin Ma, Dong Xu
exaly  

Federated Learning for Internet of Things: Recent Advances, Taxonomy, and Open Challenges

IEEE Communications Surveys and Tutorials, 2021
Latif U Khan, Walid Saad, Zhu Han
exaly  

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