Scaling Nonlinear Optimization: Many Problems One GPU

John Viljoen, Johanna Haffner, Masayoshi Tomizuka +1

Many robotics problems, including trajectory optimization, inverse kinematics, and contact-rich motion planning, reduce to nonlinear programs (NLPs). Mature NLP solvers such as IPO…