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The self learning and control groups were surveyed at baseline and at the end of two years.
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They also accentuated the self-learning which Mr. Zhan said was the "most frightening" aspect of the project.
13321_2016_134_MOESM4_ESM.sdf Additional file 4. Example of errors occurring during the self-learning loop.
Through the self-learning, the best agent performs an intensified search to further exploit the promising region.
Here, for these two requirements to meet, we extended the self-learning multiscale simulation (SLMS) method developed recently and applied it to the designed β-hairpin CLN025.
The results show that the self-learning greatly improved the CG potential, and with the derived CG potential, the β-hairpin CLN025 robustly folded to the native structure.
The self-learning of the sensor node occurs as it counts the number of successful and unsuccessful transmissions and calculates the probability of successful transmission for different Rzone radii.
This approach has shown to be very robust to problems with the insufficiently trained SVR model during the start-up phase of the self-learning system explained in Sect.
The self-learning iteration progressively enhanced the context dependence in the CG potential and increased the energy gap between the native and the denatured states of the CG model, leading to a funnel-like energy landscape.
Most remarkably, labile protons were avoided considering that they are known to pose challenges to the components of Ask Ernö [20] and that we intended to evaluate the potential and issues of the self-learning loop rather than those of its components.
The algorithms parameter settings are almost the same with the tests in 5.3, while the only difference lies on the setting of the self-learning weighting factor ω in SL-TLBO as mentioned in case 1. Table 9 shows the dispatched results of four PEV charging profiles solved by seven algorithms.
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