문의를 보내주셔서 감사합니다! 팀원이 곧 연락드리겠습니다.
예약을 보내주셔서 감사합니다! 저희 팀 멤버 중 한 분이 곧 연락드리겠습니다.
코스 개요
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
요건
- 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 시간
회원 평가 (1)
Robotics 미래를 위한 AI에 대한 지식과 활용.
Ryle - PHILIPPINE MILITARY ACADEMY
코스 - Artificial Intelligence (AI) for Robotics
기계 번역됨
