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981“…We propose a solution using state-of-the-art Deep Reinforcement Learning (DRL) techniques to develop autonomous agents capable of achieving this hybrid objective without having a priori knowledge about the goal or the environment. …”
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982“…We demonstrate that a combination of active learners outperforms passive learning in large benchmark datasets and removes the need to pick a particular active learner a priori. We discuss challenges to finding good rewards for bandit approaches and show that rank aggregation performs well.…”
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983“…The universal letter structure, recognised by Frutiger as the prototype skeleton, is the constant that a priori provides legibility. On the other hand, the period of exposure to uncommon letterforms also has a positive impact on legibility. …”
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984“…We find that select brain regions often regarded as a part of a corticolimbic circuit (e.g., amygdala, anterior cingulate cortex, prefrontal cortex) are consistently targeted for a priori hypothesis-driven analyses, which, in turn, shows varying degrees of abnormal BOLD responsivity in GAD. …”
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985por Arbet, Jaron, Brokamp, Cole, Meinzen-Derr, Jareen, Trinkley, Katy E., Spratt, Heidi M.“…Machine learning (ML) provides the ability to examine massive datasets and uncover patterns within data without relying on a priori assumptions such as specific variable associations, linearity in relationships, or prespecified statistical interactions. …”
Publicado 2020
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986“…This work makes use of the a priori knowledge inherent in the membership functions and the logical rules of a fuzzy inference system (FIS) to compensate for the missing data. …”
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987por Sarfraz, Zouina, Sarfraz, Azza, Pandav, Krunal, Singh Makkar, Sarabjot, Hasan Siddiqui, Saman, Patel, Gaurav, Platero-Portillo, Tania, Singh, Bishnu Mohan, Maideen, Mohamed Iburahim Haja, Sarvepalli, Deepika, Sarfraz, Muzna, Cardona-Guzman, Jose, Sanchez-Gonzalez, Marcos A., Cherrez-Ojeda, Ivan“…We conduct a global assessment of the countries that have the highest and lowest mortality rates determined by an a priori methodology. Lastly, we discuss the potential limitations of incorporating BCG vaccines as potential strategies against COVID-19 and provide recommendations regarding their use in ongoing and future epidemics.…”
Publicado 2021
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988“…In summary, we demonstrate that GWAS effectively and comprehensively identifies resistance mutations without a priori knowledge of targets and mode of action. The results suggest that mutations in the bdcA and valS genes, which are involved in biofilm dispersal and translation, may lead to novel resistance mechanisms.…”
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989“…We conclude that, although unlikely, such hypothesis cannot be excluded a priori and we delineate an experimental approach to address it. …”
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990“…Our simulations show that our attacker learns to exploit these systems without having a priori information about the defense mechanism used nor its concrete parameters. …”
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991“…These questions cannot be answered a priori and in the abstract because they depend on the concrete circumstances of the pandemic, on the characteristics of the vaccine(s) against COVID-19, and on how a mandatory vaccination policy might be designed and implemented by authorities.…”
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992“…Our results show that basin-hopping can be both an efficient and effective tool for polymorphic crystal structure prediction, requiring no a priori experimental knowledge of cell parameters or symmetry.…”
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993por Shah, Vivek D., Mohammad, Adeba, Nandkeolyar, Shuktika, Stoletniy, Liset, Contractor, Tahmeed“…Marijuana wax vaping and dabbing may cause fatal Torsades de pointes in susceptible patients, and further research is required to identify these patients a priori.…”
Publicado 2021
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994por Tavakoli, Meysam, Jazani, Sina, Sgouralis, Ioannis, Heo, Wooseok, Ishii, Kunihiko, Tahara, Tahei, Pressé, Steve“…However, the number of species is encoded in the photon arrival times collected for each illuminated spot and need not be set by hand a priori. Here, we propose a direct photon-by-photon analysis of data drawn from pulsed excitation experiments to infer, simultaneously and self-consistently, the number of species and their associated lifetimes from a few thousand photons. …”
Publicado 2020
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995“…For the pentacene stacks, this is related to the a priori counterintuitive observation that the electronic coupling between neighboring units can be strongly increased by increasing the stacking distance.…”
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996“…On the other hand, the alternative use of model structures pruned a priori does not guarantee that every significant term is included. …”
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997por Petersen, Kristina S, Kris-Etherton, Penny M, McCabe, George P, Raman, Gowri, Miller, Joshua W, Maki, Kevin C“…This paper provides an overview of best practices for developing a statistical analysis plan a priori, conducting statistical analyses, and reporting statistical methods and results for human nutrition randomized controlled trials (RCTs). …”
Publicado 2021
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998“…This paper proposes a formal approach to online learning and planning for agents operating in a priori unknown, time-varying environments. The proposed method computes the maximally likely model of the environment, given the observations about the environment made by an agent earlier in the system run and assuming knowledge of a bound on the maximal rate of change of system dynamics. …”
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999por Domes, Trustin, Bueckert, Sherrill, Tetyurenko, Ganna, Hall, David, Ironside, Avery, Stobart, Kent“…Success was achieved with collaboration, a strong organizational and communication strategy, learning along the way and a priori contingency plans. Virtual interviewing in academic medicine is likely here to stay, and future work to highlight the impact on applicants will help to build on the diversity mission in undergraduate medicine admissions.…”
Publicado 2021
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1000“…As these are strongly coupled variables, it is not a-priori obvious which are directly regulated and which are stabilized through interactions. …”
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