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This paper explores AI and ML integration in embedded robotics, enhancing vision, communication, and mechanics. AI improves object recognition and navigation, while ML enhances robot communication via NLP. AI also optimizes motion for tasks like grasping and balancing. The study covers key methodologies, applications, and the impact of AI/ML on autonomous robotics across industries.

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AI/ML Based Robotics - Implementation for Vision, Communication, and Advanced Mechanics

  • 会议论文

  • 发表日期：

    2026年

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  • Achal Kulkarni,
  • Sumedh Kasat,
  • Vedant Butala,
  • Girish Mundada

摘要

This paper explores AI and ML integration in embedded robotics, enhancing vision, communication, and mechanics. AI improves object recognition and navigation, while ML enhances robot communication via NLP. AI also optimizes motion for tasks like grasping and balancing. The study covers key methodologies, applications, and the impact of AI/ML on autonomous robotics across industries.