no code implementations • 27 Nov 2019 • Pawel Gomoluch, Dalal Alrajeh, Alessandra Russo, Antonio Bucchiarone
In this paper, we introduce a parametrized search algorithm template which combines various search techniques within a single routine.
no code implementations • 23 Oct 2018 • Pawel Gomoluch, Dalal Alrajeh, Alessandra Russo
This enables using policy gradient to learn search strategies tailored to a specific distributions of planning problems and a selected performance metric, e. g. the IPC score.
no code implementations • 21 Jul 2017 • Pawel Gomoluch, Dalal Alrajeh, Alessandra Russo, Antonio Bucchiarone
Automated planning remains one of the most general paradigms in Artificial Intelligence, providing means of solving problems coming from a wide variety of domains.