A review of learning planning action models

A Arora, H Fiorino, D Pellier, M Métivier… - The Knowledge …, 2018 - cambridge.org
Automated planning has been a continuous field of study since the 1960s, since the notion
of accomplishing a task using an ordered set of actions resonates with almost every known …

Learning STRIPS operators from noisy and incomplete observations

K Mourao, LS Zettlemoyer, R Petrick… - arxiv preprint arxiv …, 2012 - arxiv.org
Agents learning to act autonomously in real-world domains must acquire a model of the
dynamics of the domain in which they operate. Learning domain dynamics can be …

Plans and the (Predicate Argument) Structure of Behavior

M Steedman - 2nd International Symposium on Brain and …, 2015 - research.ed.ac.uk
Z Search for plans is intrinsically recursive, and requires a Push-Down Automaton (PDA) to
keep track of alternative paths to some limited depth.• It is interesting that a PDA is also …