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Article
Open AccessA cross-tissue transcriptome-wide association study reveals novel susceptibility genes for migraine
Migraine is a common neurological disorder with a strong genetic component. Despite the identification of over 100 loci associated with migraine susceptibility through genome-wide association studies (GWAS), t...
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Article
Protective effects of docosahexaenoic acid supplementation on cognitive dysfunction and hippocampal synaptic plasticity impairment induced by early postnatal PM2.5 exposure in young rats
PM2.5 exposure is a challenging environmental issue that is closely related to cognitive development impairment; however, currently, relevant means for prevention and treatment remain lacking. Herein, we deter...
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Article
TREM2 mitigates NLRP3-mediated neuroinflammation through the NF-κB and PI3k/Akt signaling pathways in juvenile rats exposed to ambient particulate matter
Ambient particulate matter (PM) is a global public and environmental problem. PM is closely associated with several neurological disorders that typically involve neuroinflammation. There have been few studies ...
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Article
Develo** multi-agent adversarial environment using reinforcement learning and imitation learning
A multi-agent system is a collection of autonomous, interacting agents that share a common environment. These entities observe their environment using sensors and interact with the environment. A multi-agent s...
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Article
Generating collective wall-jum** behavior for a robotic swarm with self-teaching automatic curriculum learning
Swarm robotics (SR) is a research field about how to design a large number of robots so that they can generate meaningful collective behaviors. One of the promising approaches in designing a control policy is ...
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Article
Open AccessThe keratinized mucosa width at partially edentulous molar sites and its associated factors: a pilot study
Assessment of the keratinized mucosa width (KMW) at edentulous sites is important for the subsequent implant treatment design. This pilot study aimed to evaluate the characteristics of the KMW at edentulous mo...
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Article
Open AccessAssessment of soft and hard tissue characteristics of ridge preservation at molar extraction sites with severe periodontitis: a randomized controlled trial
Changes in alveolar bone dimension after tooth extraction may affect placement of the subsequent implant, resulting in ridge deficiency that can adversely impact long-term implant stability or aesthetics. Alve...
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Article
Improving generative adversarial network with multiple generators by evolutionary algorithms
Generative Adversarial Network (GAN) is a novel class of deep generative models that has recently gained significant attention. However, the original GAN with one generator can easily get trapped into the mode...
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Article
A hierarchical training method of generating collective foraging behavior for a robotic swarm
Swarm robotics is a field in which multiple robots coordinate their collective behavior autonomously to accomplish a given task without any form of centralized control. Training a robotic swarm to complete a m...
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Article
Generating collective foraging behavior for robotic swarm using deep reinforcement learning
This paper mainly discussed the generation of collective behaviors with raw camera images as the primary information input. The swarm robotic system exhibits considerable advantages when faced with individual-...
