How Much Can Experimental Cost Be Reduced in Active Learning of Agent Strategies? - Céline Hocquette; Stephen H. Muggleton (ILP, 2018)

Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies?. - Céline Hocquette (IJCAI, 2019)

Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies? - Céline Hocquette; Stephen H. Muggleton (CoRR, 2019)

Machine Discovery of Comprehensible Strategies for Simple Games Using Meta-interpretive Learning. - Stephen H. Muggleton; Céline Hocquette (New Gener. Comput., 2019)

Complete Bottom-Up Predicate Invention in Meta-Interpretive Learning. - Céline Hocquette; Stephen H. Muggleton (IJCAI, 2020)

Beneficial and harmful explanatory machine learning. - Lun Ai 001; Stephen H. Muggleton; Céline Hocquette; Mark Gromowski; Ute Schmid (Mach. Learn., 2021)

Learning Logic Programs by Discovering Where Not to Search. - Andrew Cropper; Céline Hocquette (AAAI, 2023)

Relational Program Synthesis with Numerical Reasoning. - Céline Hocquette; Andrew Cropper (AAAI, 2023)

Learning Logic Programs by Combining Programs. - Andrew Cropper; Céline Hocquette (ECAI, 2023)

Learning programs with magic values. - Céline Hocquette; Andrew Cropper (Mach. Learn., 2023)

Learning MDL Logic Programs from Noisy Data. - Céline Hocquette; Andreas Niskanen; Matti Järvisalo; Andrew Cropper (AAAI, 2024)

Learning Logic Programs by Finding Minimal Unsatisfiable Subprograms. - Andrew Cropper; Céline Hocquette (ECAI, 2024)

Learning Logic Programs by Discovering Higher-Order Abstractions. - Céline Hocquette; Sebastijan Dumancic; Andrew Cropper (IJCAI, 2024)

Learning Big Logical Rules by Joining Small Rules. - Céline Hocquette; Andreas Niskanen; Rolf Morel; Matti Järvisalo; Andrew Cropper (IJCAI, 2024)

Can humans teach machines to code? - Céline Hocquette; Johannes Langer; Andrew Cropper; Ute Schmid (CoRR, 2024)

Relational decomposition for program synthesis. - Céline Hocquette; Andrew Cropper (CoRR, 2024)

An Empirical Comparison of Cost Functions in Inductive Logic Programming. - Céline Hocquette; Andrew Cropper (CoRR, 2025)