A framework for training larger networks for deep Reinforcement learning
Sign Up to like & getrecommendations! Published in 2024 at "Machine Learning"
DOI: 10.1007/s10994-024-06547-6
Abstract: The success of deep learning in computer vision and natural language processing communities can be attributed to the training of very deep neural networks with millions or billions of parameters, which can then be trained… read more here.
Keywords: training larger; training; larger networks; reinforcement learning ... See more keywords
Functional Resilience of Mutually Repressing Motifs Embedded in Larger Networks
Sign Up to like & getrecommendations! Published in 2022 at "Biomolecules"
DOI: 10.3390/biom12121842
Abstract: Elucidating the design principles of regulatory networks driving cellular decision-making has important implications in understanding cell differentiation and guiding the design of synthetic circuits. Mutually repressing feedback loops between ‘master regulators’ of cell-fates can exhibit… read more here.
Keywords: mutually repressing; low low; larger networks; functional resilience ... See more keywords
The Value of Simple Heuristics for Virtualized Network Function Placement
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DOI: 10.3390/fi12100161
Abstract: Network Function Virtualization (NFV) can lower the CAPEX and/or OPEX for service providers and allow for quick deployment of services. Along with the advantages come some challenges. The main challenge in the use of Virtualized… read more here.
Keywords: placement; larger networks; network function; network ... See more keywords