Nesma El-Sayed

Machine Learning for Robotics: Algorithms, Applications, and Emerging Trends

This comprehensive review systematically synthesises state-of-the-art algorithmic building blocks across perception, dynamics modelling, and control to ensure that the next generation of embodied AI achieves human-level intelligence while strictly meeting the safety, accountability, and regulatory requirements for dependable clinical and industrial deployment.