Abstract In this paper, we propose a new loose semantics for place/transition nets based on transition systems and generalizing the reachability graph semantics. The loose semantic...
Abstract. Many reinforcement learning domains are highly relational. While traditional temporal-difference methods can be applied to these domains, they are limited in their capaci...
Trevor Walker, Lisa Torrey, Jude W. Shavlik, Richa...
Abstract This paper proposes an approach for reducing the computational complexity of a model-predictive-control strategy for discrete-time hybrid systems with discrete inputs only...
Bostjan Potocnik, Gasper Music, Igor Skrjanc, Boru...
Model fields are specification-only fields that encode abstractions of the concrete state of a data structure. They allow specifications to describe the behavior of object-oriented...
Abstract— Creatively misquoting Thomas Hobbes, the process of software debugging is nasty, brutish, and all too long. This holds all the more true in robotics, which frequently i...
Benjamin D. Rister, Jason Campbell, Padmanabhan Pi...