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Updated: Jul 14, 2026

A Human-machine-interface Integrating Low-cost Sensors with a Neuromuscular Electrical Stimulation System for Post-stroke Balance Rehabilitation
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无多技能学习:在四足机器人中学习和过渡非相似技能,数据有限

Jiaxin Tu1, Peng Zhai1, Yueqi Zhang1

  • 1Academy for Engineering and Technology, Fudan University, Shanghai, China.

Frontiers in robotics and AI
|May 15, 2025
PubMed
概括

本研究介绍了无多技能学习 (SMSL) 框架,使机器人能够学习技能,并从不完整的运动数据中顺利过渡. 在多技能模仿学习中,SMSL有效地解决了有限的专家数据集所带来的挑战.

关键词:
适应性命令采样采样模仿学习学习的学习.多技能学习多技能学习四足机器人是一个四足机器人.自动轨道增强增强

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相关概念视频

Observational Learning01:12

Observational Learning

Albert Bandura's observational learning, also known as imitation or modeling, occurs when a person observes and imitates another's behavior. It is a quicker process than operant conditioning. A well-known example is the Bobo doll study, where children who saw an adult acting aggressively towards the doll were more likely to act aggressively when left alone, compared to those who observed a nonaggressive adult. Many psychologists view observational learning as a form of latent learning because...