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相关概念视频

Muscle Coordination and Action01:24

Muscle Coordination and Action

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Muscle coordination is a complex and finely tuned process essential for smooth and purposeful movements like flexion, extension, adduction, abduction, and rotation. The human body orchestrates the actions of various muscles working in concert, each with a specific role. Four functional types describe how muscles work together: agonist, antagonist, synergist, and fixator.
Agonists
Agonist muscles, often called prime movers, are the primary muscles responsible for producing a specific movement....
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Muscles that Move the Arm01:31

Muscles that Move the Arm

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Nine muscles are involved in arm movements. Two of these, the pectoralis major and latissimus dorsi, originate from the axial skeleton and are called axial muscles. The other seven originate from the scapula and are called the scapular muscles.
The pectoralis major has two origins. Its clavicular head originates on the medial half of the clavicle. In contrast, the sternocostal head originates on the costal cartilages of ribs 1-6, the sternum, and the aponeurosis of the external oblique of the...
5.6K
Muscles that Move the Forearm01:16

Muscles that Move the Forearm

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The muscles that move the forearms can be divided into four groups: forearm flexors, forearm extensors, forearm pronators, and forearm supinators. The flexors and extensors act on the elbow joint, while the pronators and supinators act on the radioulnar joints.
Forearm Flexors
The biceps brachii, brachialis, and brachioradialis are forearm flexors. The biceps brachii is made up of two heads. Its long head originates at the supraglenoid tubercle of the scapula, whereas that of the short head is...
6.1K
Muscles of the Forearm that Move the Hand and Fingers01:16

Muscles of the Forearm that Move the Hand and Fingers

3.4K
The muscles of the forearm that move the wrist, hand, and digits are numerous and diverse. They can be classified into two groups based on their location and function — the anterior and posterior compartment muscles.
Anterior Compartment
The anterior compartment muscles originate from the humerus. They primarily function as flexors and are also known as flexor muscles. They typically insert on the carpals, metacarpals, and phalanges. The superficial layer includes the flexor carpi...
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Direct Motor Pathways01:11

Direct Motor Pathways

4.7K
The direct motor pathways, also known as the pyramidal tracts, are a group of neural pathways that originate in the brain and descend through the spinal cord. They control the voluntary movement of the body. There are two major direct motor pathways: the corticospinal and the corticobulbar tracts.
The corticospinal tract is responsible for the voluntary movement of the limbs and trunk. It originates in the cerebral cortex of the brain and descends through the cerebrum's internal capsule and...
4.7K
Mechanical Systems01:22

Mechanical Systems

904
Mechanical systems are analogous to to electrical networks where springs and masses play similar roles to inductors and capacitors, respectively. A viscous damper in mechanical systems functions similarly to a resistor in electrical networks, dissipating energy. The forces acting on a mass in such systems include an applied force in the direction of motion, counteracted by forces from the spring, a viscous damper, and the mass's acceleration. This interplay of forces is mathematically...
904

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在手臂之内:机器人灵巧的前进道路

Sudharshan Suresh1

  • 1Boston Dynamics Inc., Waltham, MA, USA.

Science robotics
|January 28, 2026
PubMed
概括

使用人类数据进行视觉触觉预训练可以提高机器人操纵技能. 这种方法允许在模拟环境中有效培养强大的政策.

科学领域:

  • 机器人技术 机器人技术 机器人技术
  • 人工智能的人工智能
  • 计算机视觉 计算机视觉
  • 触觉学是指触觉学,是指触觉学.

背景情况:

  • 机器人操纵需要复杂的控制政策.
  • 这些政策的培训通常依赖于广泛的真实世界数据或复杂的模拟.
  • 弥合模拟和现实世界性能之间的差距仍然是一个挑战.

研究的目的:

  • 调查视觉触觉预训练在制定强有力的操纵政策方面的有效性.
  • 利用人类示范数据来改善基于模拟的培训.

主要方法:

  • 使用视觉触觉预训练策略,结合人类交互数据.
  • 在模拟环境中训练有素的操纵策略.

主要成果:

  • 视觉触觉预训练显著提高了学习操纵政策的稳定性.
  • 与传统的仅模拟方法相比,使用这种方法训练的政策表现更好.

结论:

  • 使用人类视觉触觉数据进行预训练是创建更有能力的机器人操纵系统的可行方法.
  • 基于模拟的培训可以通过结合真实世界的人类互动数据来提高效率.

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