Acquiring Data for LearningExplores training robots through reinforcement learning and learning from demonstration, highlighting challenges in human-robot interaction and data collection.
Definition of RobotsDelves into the definition of robots, emphasizing their programmability and ability to perform complex actions.
Robot Learning and ControlCovers learning and adaptive control for robots, focusing on real-time reactivity and path planning using dynamical systems.
What is a RobotExplores the concept of robots, defined as mechatronic devices designed to automatically perform tasks imitating human actions.
Obstacle Avoidance with DSExplores obstacle avoidance using Dynamical Systems for robots, focusing on modulation, stability guarantees, and contraction theory.
Learning Modulation for DSExplores learning and adaptive control for robots, emphasizing modulation of dynamical systems to improve stability and enable reactive motion.
Robots: Safe CollaborationCovers challenges and solutions for robots to work safely with humans, emphasizing adaptability and predictability.
Limits RecapitulationCovers the definition of limits and continuous functions with examples and exercises.