2026
Safe and Optimal Variable Impedance Control Via Certified Reinforcement Learning
ICRA 2026poster
Reinforcement learning (RL) offers a powerful approach for robots to learn complex, collaborative skills by combining Dynamic Movement Primitives (DMPs) for motion and Variable Impedance Control (VIC) for compliant interaction. However, this model-free paradigm often risks instability and unsafe exp…