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Course Outline
Introduction to Safety and Explainability in Robotics
- Overview of safety and transparency in robotic systems
- Regulatory and ethical context for robotics and AI
- Standards and frameworks: ISO 26262, ISO 10218, and ISO/IEC 42001
Risk and Hazard Analysis
- Identifying hazards in autonomous and semi-autonomous systems
- Performing Failure Mode and Effects Analysis (FMEA)
- Quantifying risk and mitigation through safety design
Verification and Validation Techniques
- Testing robotic behaviors in simulated environments
- Formal verification and test case design
- Data-driven validation and monitoring techniques
Safety Case Development
- Structure and content of a safety case
- Documenting compliance and traceability
- Using tools for evidence management and risk justification
Explainable AI for Robotics
- Making decision-making processes transparent
- Interpretability techniques for ML-based control systems
- Explaining robotic behaviors to users and regulators
Ethical and Governance Considerations
- Ethical principles in robotics and autonomous systems
- Bias, accountability, and responsibility in AI-driven robotics
- Balancing innovation with public trust and regulation
Hands-On Workshop: Building a Safe and Explainable Robotics Scenario
- Designing a small robotic simulation in ROS 2 or Gazebo
- Applying verification and validation procedures
- Developing and presenting a safety case summary
Summary and Next Steps
Requirements
- Basic understanding of robotics systems and control architectures
- Familiarity with Python programming and simulation tools
- Knowledge of system engineering or safety processes
Audience
- System engineers working on robotics or autonomous systems
- Safety officers ensuring compliance with functional safety standards
- Technical managers overseeing robotics integration and deployment
21 Hours
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 4800 € + VAT*
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Testimonials (1)
its knowledge and utilization of AI for Robotics in the Future.
