Results 11 to 20 of about 9,974,561 (338)
Dynamic Planning Networks [PDF]
2021 International Joint Conference on Neural Networks (IJCNN), 2021 We introduce Dynamic Planning Networks (DPN), a novel architecture for deep reinforcement learning, that combines model-based and model-free aspects for online planning. Our architecture learns to dynamically construct plans using a learned state-transition model by selecting and traversing between simulated states and actions to maximize information ...
Tasfi, Norman, Capretz, Miriam A M
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Frontiers in Political Science, 2022 The current military conflict between Russia and Ukraine is accompanied by disinformation and propaganda within the digital ecosystem of social media platforms and online news sources.
Rhys Leahy +3 more
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Rise of post-pandemic resilience across the distrust ecosystem
Scientific Reports, 2023 Why does online distrust (e.g., of medical expertise) continue to grow despite numerous mitigation efforts? We analyzed changing discourse within a Facebook ecosystem of approximately 100 million users who were focused pre-pandemic on vaccine (dis)trust.
Lucia Illari +2 more
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Moving-Horizon Estimation for Linear Dynamic Networks With Binary Encoding Schemes
IEEE Transactions on Automatic Control, 2021 This article is concerned with moving-horizon state estimation problems for a class of discrete-time linear dynamic networks. The signals are transmitted via noisy network channels and distortions can be caused by channel noises.
Qinyuan Liu, Zidong Wang
semanticscholar +1 more source
Sustainable network dynamics [PDF]
Ecological Modelling, 2011 We propose a dynamic graph-theoretic model for ecosystem management as a control over networked system composed of target nodes and unmarked nodes. The network is represented by a complete graph, in which all vertices are connected by a unique edge. Target nodes are attracted by the objective function issued from the ecosystem-based management.
Arnaud Dragicevic +3 more
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Dynamical networks in function dynamics [PDF]
Physica D: Nonlinear Phenomena, 2003 29 pages, 10 ...
Kunihiko Kaneko, Naoto Kataoka
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Deciphering the physiological response of Escherichia coli under high ATP demand
Molecular Systems Biology, 2021 One long‐standing question in microbiology is how microbes buffer perturbations in energy metabolism. In this study, we systematically analyzed the impact of different levels of ATP demand in Escherichia coli under various conditions (aerobic and ...
Simon Boecker +6 more
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Visualizing the Evolution of Historical Networks Using Small Multiples in Grid Charts
Journal of Historical Network Research, 2022 Historical time presents interesting conceptual problems for network visualization. The manifestations of time in historical network research (HNR) are similarly numerous and distinct. Time in HNR cannot always be reduced to the concept of chronological
Melanie Conroy +3 more
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Dynamic network prediction [PDF]
Network Science, 2020 AbstractWe present a statistical framework for generating predicted dynamic networks based on the observed evolution of social relationships in a population. The framework includes a novel and flexible procedure to sample dynamic networks given a probability distribution on evolving network properties; it permits the use of a broad class of approaches ...
Ravi Goyal, Victor De Gruttola
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Alignment of dynamic networks [PDF]
Bioinformatics, 2017 Abstract Motivation Network alignment (NA) aims to find a node mapping that conserves similar regions between compared networks. NA is applicable to many fields, including computational biology, where NA can guide the transfer of biological knowledge from well- to poorly-studied species across aligned
Tijana Milenkovic +3 more
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