Mission-Aligned Learning-Informed Control of Autonomous Systems: Formulation and Foundations

ArXi:2507.04356v2 Announce Type: replace-cross Research, innovation and practical capital investment have been increasing rapidly toward the realization of autonomous physical agents. This includes industrial and service robots, unmanned aerial vehicles, embedded control devices, and a number of other realizations of cybernetic/mechatronic implementations of intelligent autonomous devices.