Finally, Race mode is similar to how the Renault F1 car behaves in an actual race. It offers sustained power where needed while still being able to conserve enough energy to last as long as possible. While Quali can give you mucho power for one lap, Race ensures you have a sustained amo...
Nevertheless, the training procedure does not rely on a passive dataset; the model even learns the language model that the questions should follow through a process called visual question generation (VQG). The overall architecture consists of a question generator that is trained to compute questions...
In the case of real-world data streams, the underlying data distribution will not be static; it is subject to variation over time, which is known as the primary reason for concept drift. Concept drift poses severe problems to the accuracy of a model in o
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To answer research questions RQ1–RQ3, a comprehensive set of data streams was generated as follows: 1. Streams with single factors or drifts (RQ1, discussed in Sect.5.2) First we modeled the occurrence of a single element (data factor or drift) in isolation from other data stream aspects...
Therefore, dealing with evolving data streams raises two main questions: (i) how to remember discarded data? and (ii) how to forget outdated data? To maintain an updated representation of the time-evolving data, this paper proposes fading histograms. Regarding the dynamics of nature, changes in...
5. Conclusions and Future Directions The field of resilient robotics aims to create the science and applications of self-recovery machines by asking the questions: how do we design and control resilient robots, and how do we use these robots? Damaged robots capable of moving and self-...
The asked questions concerned the following topics: The quality of the remote connection; The problems with the software application caused by remote work; The ergonomics of the user interface of the prepared software; The noticed bugs in the operation of the software; The comprehensibility of the...
Logical Inference Engines:Logical inference engines, such as resolution-based theorem provers or model-checking tools, can be utilized to automate the process of logical reasoning. These tools provide mechanisms to verify the validity of logical statements, perform consistency checks, and derive new log...
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