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Course Outline
Introduction to Physical AI and Robotics
- An overview of Physical AI and its evolution
- Applications across industrial automation and other sectors
- Essential components of intelligent robotic systems
Robotics System Design
- Mechanical design principles applicable to robotics
- Integrating sensors and actuators
- Power systems and strategies for energy efficiency
AI Models for Robotics
- Leveraging machine learning for perception and decision-making
- Applying reinforcement learning techniques in robotics
- Constructing AI pipelines for robotic systems
Real-Time Sensor Integration
- Advanced sensor fusion methods
- Processing data from LiDAR, cameras, and other sensors
- Achieving real-time navigation and obstacle avoidance
Simulation and Testing
- Utilizing simulation platforms such as Gazebo and MATLAB Robotics Toolbox
- Modeling complex, dynamic environments
- Conducting performance evaluation and optimization
Automation and Deployment
- Programming robots for industrial automation tasks
- Creating workflows for repetitive operational duties
- Maintaining safety and reliability during deployment
Advanced Topics and Future Trends
- Collaborative robots (cobots) and human-robot interaction
- Ethical and regulatory frameworks in robotics
- The future trajectory of Physical AI in automation
Requirements
- Fundamental understanding of robotics and automation systems
- Programming proficiency, with a strong preference for Python
- Basic familiarity with AI fundamentals
Target Audience
- Robotics engineers
- Automation specialists
- AI developers
21 Hours
Testimonials (2)
Supply of the materials (virtual machine) to get straight into the excersises, and the explanation of the Ros2 core. Why things work a certain way.
Arjan Bakema
Course - Autonomous Navigation & SLAM with ROS 2
its knowledge and utilization of AI for Robotics in the Future.