Robot Learning and ControlCovers learning and adaptive control for robots, focusing on real-time reactivity and path planning using dynamical systems.
Acquiring Data for LearningExplores training robots through reinforcement learning and learning from demonstration, highlighting challenges in human-robot interaction and data collection.
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.