Special Topics in Information Technology. - Piroddi, Luigi (Cham : Springer International Publishing AG, 2021)
3.1 Configurable Markov Decision Processes -- 3.2 Solution Concepts -- 4 Learning in the Cooperative Configurable Markov Decision Processes -- 5 Applications of Configurable Markov Decision Processes -- 5.1 Policy Space Identification -- 5.2 Control Frequency Adaptation -- 6 Conclusions -- References -- Machine Learning for Scientific Data Analysis -- 1 Introduction -- 2 Uncertainty Estimation and Domain of Applicability for Neural Networks -- 2.1 A Bayesian Graph Neural Network for Molecular Property Prediction -- 3 Machine Learning Estimation of System Properties from Uncertain, Low-Volume Data -- 3.1 A Machine Learning-Driven Approach to Optimize Bounds on the Capacity of a Molecular Channel -- 4 Data-Driven Validation and Development of Scientific Models -- 4.1 Towards an Integrated Framework to Support Scientific Model Development -- 5 Unsupervised Deep Learning-Driven Integration of Multiple Sources -- 5.1 Machine Learning-Driven Alignment of Spatially-Resolved Whole Transcriptomes with Tangram -- 6 Conclusion -- References -- Telecommunications -- Sensor-Assisted Cooperative Localization and Communication in Multi-agent Networks -- 1 Introduction -- 2 Cooperative Localization -- 2.1 Cooperative Localization: Assumptions -- 2.2 Cooperative Localization: Measurements -- 2.3 Cooperative Localization: Methodology -- 2.4 Cooperative Localization: Application Scenarios -- 3 Vehicular Communication -- 3.1 Vehicular Communication: Assumptions -- 3.2 Vehicular Communication: Measurements -- 3.3 Vehicular Communication: Methodology -- 3.4 Vehicular Communication: Application Scenarios -- 4 Further Research Topics -- 5 Concluding Remarks -- References -- Design and Control Recipes for Complex Photonic Integrated Circuits -- 1 Introduction to Photonic Integrated Circuits -- 1.1 The Control Paradigm -- 2 Key Proposed Innovative Concepts -- References.
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Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2023. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
Keywords: Electronic books