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Image Credit: Arxiv

SkillMimic: Learning Basketball Interaction Skills from Demonstrations

  • A new framework called SkillMimic has been introduced for learning basketball interaction skills from demonstrations.
  • SkillMimic eliminates the need for skill-specific rewards and uses a unified human-object interaction (HOI) imitation reward.
  • The framework successfully masters a wide range of basketball skills, including dribbling, layup, and shooting.
  • Learned skills can be composed for complex and long-horizon tasks, opening new possibilities for interaction skill learning.

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