Robot Learning and ControlCovers learning and adaptive control for robots, focusing on real-time reactivity and path planning using dynamical systems.
Obstacle Avoidance with DSExplores obstacle avoidance using Dynamical Systems for robots, focusing on modulation, stability guarantees, and contraction theory.
Acquiring Data for LearningExplores training robots through reinforcement learning and learning from demonstration, highlighting challenges in human-robot interaction and data collection.
Introduction to RoboticsCovers the basics of robotics, classifications, performances, and control algorithms in the manufacturing industry.
Definition of RobotsDelves into the definition of robots, emphasizing their programmability and ability to perform complex actions.