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"Every single learner who completed the programme reported increased confidence in speaking English".
Besides teaching techniques, we must also address the motivation of every single learner, hoping they can translate their knowledge and attitude into better perception regarding BLS from one generation to another.
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Experiments demonstrate that our approach is superior to an agent using a single learner.
The identification rate obtained from the single learner in each step is denoted as "Sgl" and that obtained from the aggregated learners is denoted by "Bst".
The main idea here is to reduce the complexity of RL in large-scale problems through modelling RL as a process of three levels: single learner level, co-learning among small groups of agents and learning at the system level.
Since boosting is an iterative algorithm with rounds, the computational cost is about times of that of a single learner with the same input, both in training and testing.
The prediction ability of ensemble learning is usually stronger than that of a single learner.
The task hence shifts to finding a single learner for the domains, only distinguished ('indexed') by the additional inputs.
Some practices have training as a major focus with the presence of multi-level learners and others host single learner groups or none at all.
Our study, while aimed at a single learner group, sought to impart information across a diverse range of topics in acute care.
Much literature is available exploring education in general practice settings including papers investigating various aspects of having a single learner group in the practice e.g. medical students [ 1– 7] or registrars [ 8– 11].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com