Custom-Design of FDR Encodings: The Case of Red-Black Planning
Daniel Fišer, Daniel Gnad, et al.
IJCAI 2021
We transfer the notion of structural symmetries to lifted planning task representations, based on abstract structures which we define to model planning tasks. We show that symmetries are preserved by common grounding methods and we shed some light on the relation to previous symmetry concepts used in planning. Using a suitable graph representation of lifted tasks, our experimental analysis of common planning benchmarks reveals that symmetries occur in the lifted representation of many domains. Our work establishes the theoretical ground for exploiting symmetries beyond their previous scope, such as for faster grounding and mutex generation, as well as for state space transformations and reductions.
Daniel Fišer, Daniel Gnad, et al.
IJCAI 2021
Stefano V. Albrecht, J. Christopher Beck, et al.
AAAI 2015
Carlos Hernández Ulloa, Adi Botea, et al.
IJCAI 2017
Masataro Asai, Christian Muise
IJCAI 2020