Beneficial and harmful explanatory machine learning L Ai, SH Muggleton, C Hocquette, M Gromowski, U Schmid Machine Learning 110, 695-721, 2021 | 41 | 2021 |
Complete bottom-up predicate invention in meta-interpretive learning C Hocquette, SH Muggleton Proceedings of the Twenty-Ninth International Conference on International …, 2021 | 19 | 2021 |
Learning logic programs by combining programs A Cropper, C Hocquette ECAI, 501-508, 2022 | 11* | 2022 |
How much can experimental cost be reduced in active learning of agent strategies? C Hocquette, S Muggleton Inductive Logic Programming: 28th International Conference, ILP 2018 …, 2018 | 6 | 2018 |
Learning logic programs by discovering where not to search A Cropper, C Hocquette Proceedings of the AAAI Conference on Artificial Intelligence 37 (5), 6289-6296, 2023 | 4 | 2023 |
Learning MDL logic programs from noisy data C Hocquette, A Niskanen, M Järvisalo, A Cropper Proceedings of the AAAI Conference on Artificial Intelligence 38 (9), 10553 …, 2024 | 3 | 2024 |
Learning programs with magic values C Hocquette, A Cropper Machine Learning 112 (5), 1551-1595, 2023 | 3 | 2023 |
Machine discovery of comprehensible strategies for simple games using meta-interpretive learning SH Muggleton, C Hocquette New Generation Computing 37, 203-217, 2019 | 3 | 2019 |
Learning Logic Programs by Discovering Higher-Order Abstractions C Hocquette, S Dumančić, A Cropper arXiv preprint arXiv:2308.08334, 2023 | 2 | 2023 |
Relational program synthesis with numerical reasoning C Hocquette, A Cropper Proceedings of the AAAI Conference on Artificial Intelligence 37 (5), 6425-6433, 2023 | 1 | 2023 |
Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies? C Hocquette IJCAI, 6441-6442, 2019 | 1 | 2019 |
Relational decomposition for program synthesis C Hocquette, A Cropper arXiv preprint arXiv:2408.12212, 2024 | | 2024 |
Can humans teach machines to code? C Hocquette, J Langer, A Cropper, U Schmid arXiv preprint arXiv:2404.19397, 2024 | | 2024 |
Learning big logical rules by joining small rules C Hocquette, A Niskanen, R Morel, M Järvisalo, A Cropper arXiv preprint arXiv:2401.16215, 2024 | | 2024 |
Learning logic programs by finding minimal unsatisfiable subprograms A Cropper, C Hocquette arXiv preprint arXiv:2401.16383, 2024 | | 2024 |
Efficient instance and hypothesis space revision in Meta-Interpretive Learning C Hocquette Imperial College London, 2022 | | 2022 |
CP for ILP A Cropper, C Hocquette | | |