Browsing University of Waterloo by Subject "Gaussian process regression"
Now showing items 1-3 of 3
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Dynamic Resource Provisioning and Scheduling in SDN/NFV-Enabled Core Networks
(University of Waterloo, 2020-12-17)The service-oriented fifth-generation (5G) core networks are featured by customized network services with differentiated quality-of-service (QoS) requirements, which can be provisioned through network slicing enabled by ... -
Enhanced Learning Strategies for Tactile Shape Estimation and Grasp Planning of Unknown Objects
(University of Waterloo, 2019-09-20)Grasping is one of the key capabilities for a robot operating and interacting with humans in a real environment. The conventional approaches require accurate information on both object shape and robotic system modeling. ... -
Inference for Continuous Stochastic Processes Using Gaussian Process Regression
(University of Waterloo, 2014-01-21)Gaussian process regression (GPR) is a long-standing technique for statistical interpolation between observed data points. Having originally been applied to spatial analysis in the 1950s, GPR offers highly nonlinear ...