Task Offloading with LLM-Enhanced Multi-Agent Reinforcement Learning in UAV-Assisted Edge Computing. [PDF]
Zhu F, Huang F, Yu Y, Liu G, Huang T.
europepmc +1 more source
Fuel‐free Cu2O‐based micromotors functionalized with β‐cyclodextrin actively remove bisphenol A from water under visible light. The cyclodextrin shell captures BPA and enhances micromotor motility, leading to faster degradation and higher overall removal than nonfunctionalized Cu2O and Cu2O@Au.
Luisa Natalia Cordoba Urresti +3 more
wiley +1 more source
Learning‐Based Soft Robotic Grasping: Recent Progress and Remaining Challenges
This review analyzes learning‐based soft robotic grasping from a pipeline‐oriented perspective, encompassing soft gripper design, multimodal sensing, and learning‐based planning and control. It surveys key neural network architectures and benchmark datasets and identifies critical challenges such as sim‐to‐real transfer, generalization, and continual ...
Arnab Majumder +3 more
wiley +1 more source
The analysis of deep reinforcement learning for dynamic graphical games under artificial intelligence. [PDF]
Yan Y, Li J, Zaggia C.
europepmc +1 more source
Consensus Formation and Change are Enhanced by Neutrality
Neutral agents are shown to enhance both the formation and overturning of consensus in collective decision‐making. A general mathematical model and experiments with locusts and humans reveal that neutrality enables robust consensus via simple interactions and accelerates consensus change by reducing effective population size.
Andrei Sontag +3 more
wiley +1 more source
Diameter Class-Dependent Species-Specific Tree-Soil Feedback Linked to Soil Quality Between <i>Cunninghamia lanceolata</i> (Lamb.) Hook. and <i>Quercus fabri</i> Hance in Subtropical Forests. [PDF]
Lei G, Yang Y, Li W, Chen T, Qi L.
europepmc +1 more source
This study employs a nanochain engineering approach combined with an in situ oxidation strategy to fabricate self‐insulating iron‐based magnetic nanochains, addressing the challenge of balancing magnetic coupling and electrical insulation in soft magnetic materials.
Dingrong Zuo +8 more
wiley +1 more source
Dissolved Organic Matter Composition and Microbial Functional Traits Regulate Carbon Mineralization Efficiency in Peatland Soils Under Experimental Warming and Nutrient Input. [PDF]
Lin Y, Bian H, Liu Y, Zhou P, Wang X.
europepmc +1 more source
Root pH variation of herbaceous plants among plant functional groups in response to climate and soil gradients on the Tibetan alpine grasslands. [PDF]
Zhao L +5 more
europepmc +1 more source
Deep learning interpretability in neuroimaging: A comprehensive survey and methodological recommendations. [PDF]
Rahman MM, Calhoun V, Plis S.
europepmc +1 more source

