Acquiring Data for LearningExplores training robots through reinforcement learning and learning from demonstration, highlighting challenges in human-robot interaction and data collection.
Robot Learning and ControlCovers learning and adaptive control for robots, focusing on real-time reactivity and path planning using dynamical systems.
Spatial Configuration and TeachingExplores the impact of spatial configuration on teaching interactions in classrooms, analyzing seating arrangements and teacher movements.
Obstacle Avoidance with DSExplores obstacle avoidance using Dynamical Systems for robots, focusing on modulation, stability guarantees, and contraction theory.