Scaling Nonlinear Optimization: Many Problems One GPU

John Viljoen, Johanna Haffner, Masayoshi Tomizuka +2

Modern GPUs and software frameworks have made sampling-based methods, such as reinforcement learning and model predictive path integral control, increasingly popular in robotics. H…