A Particle Filter for Probabilistic Dynamic Relational Domains. - Davide Nitti 001; Tinne De Laet; McElory Hoffmann; Ingo Thon; Guy Van den Broeck; Luc De Raedt (StarAI@UAI, 2012)

A particle filter for hybrid relational domains. - Davide Nitti 001; Tinne De Laet; Luc De Raedt (IROS, 2013)

Relational object tracking and learning. - Davide Nitti 001; Tinne De Laet; Luc De Raedt (ICRA, 2014)

Distributional Clauses Particle Filter. - Davide Nitti 001; Tinne De Laet; Luc De Raedt (ECML/PKDD (3), 2014)

KUL-Eval: A Combinatory Categorial Grammar Approach for Improving Semantic Parsing of Robot Commands using Spatial Context. - Willem Mattelaer; Mathias Verbeke; Davide Nitti 001 (SemEval@COLING, 2014)

Application of Dynamic Distributional Clauses for Multi-hypothesis Initialization in Model-based Object Tracking. - Davide Nitti 001; Georgios Chliveros; Maria Pateraki; Luc De Raedt; Emmanouil Hourdakis; Panos E. Trahanias (VISAPP (2), 2014)

Planning in Discrete and Continuous Markov Decision Processes by Probabilistic Programming. - Davide Nitti 001; Vaishak Belle; Luc De Raedt (ECML/PKDD (2), 2015)

Learning the Structure of Dynamic Hybrid Relational Models. - Davide Nitti 001; Irma Ravkic; Jesse Davis; Luc De Raedt (ECAI, 2016)

Probabilistic logic programming for hybrid relational domains. - Davide Nitti 001; Tinne De Laet; Luc De Raedt (Mach. Learn., 2016)

Hybrid Probabilistic Logic Programming ; Hybride probabilistisch logisch programmeren. - Davide Nitti 001 (2016)

Planning in hybrid relational MDPs. - Davide Nitti 001; Vaishak Belle; Tinne De Laet; Luc De Raedt (Mach. Learn., 2017)

Relational affordances for multiple-object manipulation. - Bogdan Moldovan; Plinio Moreno; Davide Nitti 001; José Santos-Victor; Luc De Raedt (Auton. Robots, 2018)