Data-Driven Hamiltonian for Direct Construction of Safe Set from Trajectory Data

Jason J. Choi, Christopher A. Strong, Koushil Sreenath +2

In continuous-time optimal control, evaluating the Hamiltonian requires solving a constrained optimization problem using the system's dynamics model. Hamilton-Jacobi reachability a…