Chance-Constrained Trajectory Optimization for Safe Exploration and Learning of Nonlinear Systems

Yashwanth Kumar Nakka, Anqi Liu, Guanya Shi +3

Learning-based control algorithms require data collection with abundant supervision for training. Safe exploration algorithms ensure the safety of this data collection process even…