Chance-Constrained Trajectory Optimization for Non-linear Systems with Unknown Stochastic Dynamics

Onur Celik, Hany Abdulsamad, Jan Peters

Iterative trajectory optimization techniques for non-linear dynamical systems are among the most powerful and sample-efficient methods of model-based reinforcement learning and app…