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Course Outline

Introduction to Generative AI in Robotics <\/p>

  • Understanding Generative AI <\/li>
  • Core concepts in robotics and automation <\/li>
  • Overview of AI-driven robotic systems <\/li> <\/ul>

    Designing AI-Generated Robots <\/p>

    • Generative design processes for robotics <\/li>
    • Simulation and virtual testing of robotic models <\/li>
    • Case studies of generative robotics in action <\/li> <\/ul>

      AI in Robotic Perception and Decision-Making <\/p>

      • Sensory data processing with AI <\/li>
      • Machine learning for robotic cognition <\/li>
      • Workshop: Programming AI for robotic decision-making <\/li> <\/ul>

        Robotics in Manufacturing and Industry <\/p>

        • Automation and AI in industrial settings <\/li>
        • Collaborative robots (cobots) and human-robot interaction <\/li>
        • Impact assessment of AI robotics on workforce and productivity <\/li> <\/ul>

          AI Robotics in Service and Healthcare <\/p>

          • Service robots in retail, hospitality, and customer service <\/li>
          • AI-driven robots in healthcare and assisted living <\/li>
          • Ethical considerations in service robotics <\/li> <\/ul>

            Challenges and Future Directions <\/p>

            • Addressing technical and ethical challenges in AI robotics <\/li>
            • The future landscape of robotics in society <\/li>
            • Preparing for the next wave of AI advancements in robotics <\/li> <\/ul>

              Capstone Project <\/p>

              • Designing an AI-driven robotic solution for a real-world problem <\/li>
              • Implementing and testing the robotic prototype <\/li>
              • Critical analysis and feedback <\/li> <\/ul>

                Summary and Next Steps <\/p>

Requirements

  • A solid understanding of robotics fundamentals <\/li>
  • Programming experience in Python or C++ <\/li>
  • Familiarity with foundational AI concepts <\/li> <\/ul>

    Target Audience<\/strong> <\/p>

    • Robotics engineers <\/li>
    • AI researchers <\/li> <\/ul>
 28 Hours

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