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Description of Sequences of Rhythmic Motor Primitives
Advanced Materials Research, 2014Various problems of the task-level robot learning from demonstration has received substantial attention recently. Among other, we can mention investigation of motor primitives. In particular, different rhythmic motor tasks are very important. Recently, the approximate period problem was considered as a model for the investigation of sequences of motor ...
Anna Gorbenko, Vladimir Popov
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Learning table tennis with a Mixture of Motor Primitives
2010 10th IEEE-RAS International Conference on Humanoid Robots, 2010Table tennis is a sufficiently complex motor task for studying complete skill learning systems. It consists of several elementary motions and requires fast movements, accurate control, and online adaptation. To represent the elementary movements needed for robot table tennis, we rely on dynamic systems motor primitives (DMP).
Mülling, K., Kober, J., Peters, J.
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Computational implications of motor primitives for cortical motor learning
Bernstein Conference 2024 abstract.Schieferstein, Natalie +2 more
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Grasping with Vision Descriptors and Motor Primitives
2011Grasping is one of the most important abilities needed for future service robots. Given the task of picking up an object from betweem clutter, traditional robotics approaches would determine a suitable grasping point and then use a movement planner to reach the goal.
Kroemer, O. +3 more
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Policy Search for Motor Primitives
2009Many motor skills in humanoid robotics can be learned using parametrized motor primitives from demonstrations. However, most interesting motor learning problems require self-improvement often beyond the reach of current reinforcement learning methods due to the high dimensionality of the state-space.
Peters, J., Kober, J.
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Discovering New Motor Primitives in Transition Graphs
2013In this paper we propose a methodology for discovering new movement primitives in a database of example trajectories. The initial trajectory data, which is usually acquired from human demonstrations or by kinesthetic guiding, is clustered and organized into a binary tree, from which transition graphs at different levels of granularity are constructed ...
Miha Deniša, Aleš Ude
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Selective motor activation in organelle transport along axons
Nature Reviews Molecular Cell Biology, 2022Sydney E Cason, Erika L F Holzbaur
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Structural basis of assembly and torque transmission of the bacterial flagellar motor
Cell, 2021Xing Zhang, Xiaofei Wang, Shenghai Chang
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A transcriptomic and epigenomic cell atlas of the mouse primary motor cortex
Nature, 2021Zizhen Yao, Hanqing Liu, Fangming Xie
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A somato-cognitive action network alternates with effector regions in motor cortex
Nature, 2023Evan M Gordon +2 more
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