A graph clustering algorithm with hypergraph learning and a core-attachment strategy for protein complex identification. [PDF]
Front GenetWang J, Yang X, Yang P, Yang J, Miao Y.
europepmc +1 more source
Scalable Task Planning via Large Language Models and Structured World Representations
Advanced Robotics Research, EarlyView.This work efficiently combines graph‐based world representations with the commonsense knowledge in Large Language Models to enhance planning techniques for the large‐scale environments that modern robots will need to face. Planning methods often struggle with computational intractability when solving task‐level problems in large‐scale environments ...
Rodrigo Pérez‐Dattari +4 more
wiley +1 more source
Enhanced graph coevolution network for social network analysis using assimilation modified emotional algorithm. [PDF]
Sci RepLi HH, Chang PC, Liao YH.
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Stable Imitation of Multigait and Bipedal Motions for Quadrupedal Robots Over Uneven Terrains
Advanced Robotics Research, EarlyView.How are quadrupedal robots empowered to execute complex navigation tasks, including multigait and bipedal motions? Challenges in stability and real‐world adaptation persist, especially with uneven terrains and disturbances. This article presents an imitation learning framework that enhances adaptability and robustness by incorporating long short‐term ...
Erdong Xiao +3 more
wiley +1 more source
Formation Control of Multi‐Agent System with Local Interaction and Artificial Potential Field
Advanced Robotics Research, EarlyView.This article proposes a local interaction‐based formation control method for Multi‐Agent system, integrating consensus and leader‐follower strategies with a stress response mechanism—artificial potential field to reduce communication overhead and enable obstacle avoidance. Experimental results on triangular, square, and hexagonal formations confirm its
Luoyin Zhao +3 more
wiley +1 more source
Robot End-Effectors Adaptive Design Method Based on Embedding Domain Knowledge into Reinforcement Learning. [PDF]
Sensors (Basel)Zhu Y, Zhang T, Lu Y, Yao L.
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Dynamic programming and graph algorithms in computer vision. [PDF]
IEEE Trans Pattern Anal Mach Intell, 2011 Felzenszwalb PF, Zabih R.
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Auto‐Routing Fluidic Printed Circuit Boards
Advanced Robotics Research, EarlyView.This work introduces (STREAM) software tool for routing efficiently advanced macrofluidics, an open‐source software tool for automating the design of 3D‐printable fluidic circuit boards. STREAM streamlines tube routing and layout, enabling the rapid fabrication of fluidic networks for soft robotics, lab‐on‐a‐chip devices, microfluidics, and biohybrid ...
Savita V. Kendre +3 more
wiley +1 more source
Hybrid Graph-Machine Learning Framework for Accurate and Interpretable Band Gap Prediction. [PDF]
J Chem Inf ModelAydın A +5 more
europepmc +1 more source