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The selection of a real-world configuration, the subsequent design and fabrication of an appropriate model for testing, and the acquisition of the necessarily comprehensive aeroacoustic data base are critical steps that demand great care and attention.
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The main objective is to demonstrate that the controllers learned through Reinforcement Learning (RL) algorithms with different state space formalizations and different spatial discretizations in a simulator are reliable in a real world configuration of the task of transporting a hose by a single robot.
The proposed methods have been extensively tested and validated on data sets generated in simulation and from real world configurations for the scenario of unloading goods from shipping containers.
We empirically demonstrate the usability of the implemented algorithms in different domain scenarios, based on two real-world datasets of configurations.
Using this same lowest volume instrument configuration, two real-world pharmaceutical methods were scaled to separations that are ∼3 3.5-fold faster, while still maintaining comparable data quality (resolution and signal-to-noise ratios).
New advances are needed in biofilm engineering, materials for electrodes and reactor configuration for successful real-world application of this technology.
To his annoyance and frustration, Stan finds people such as Randy, his grandmother and even Wendy confronting him over his supposed disregard for them and judging his real-world friendship solely by his Facebook configuration.
An empirical approach was chosen to observe proprietary and ad hoc technologies, architectures and configurations in a real-world industrial environment, while also utilising industry collaboration to identify relevant requirements for industrial big data analytics.
Despite their uniform size and shape, the containers can be used in an endless number of configurations because they fit together like real-world Legos.
A comparative analysis aims to evaluate the performance of the performed configuration in terms of energy consumption using real-world sensor datasets.
In real-world scenario, VMs are offered in both predefined and customized configurations to suit customer needs.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com