Gagrani, Mukul ; Rainone, Corrado ; Yang, Yang ; Teague, Harris ; Jeon, Wonseok ; van Hoof, Herke ; Zeng, Weiliang Will ; Zappi, Piero ; Lott, Christopher ; Bondesan, Roberto Neural Topological Ordering for Computation Graphs Advances in Neural Information Processing Systems, 2022. Links | BibTeX @inproceedings{gagrani2022neural,
title = {Neural Topological Ordering for Computation Graphs},
author = {Gagrani, Mukul and Rainone, Corrado and Yang, Yang and Teague, Harris and Jeon, Wonseok and van Hoof, Herke and Zeng, Weiliang Will and Zappi, Piero and Lott, Christopher and Bondesan, Roberto},
url = {https://arxiv.org/abs/2207.05899},
year = {2022},
date = {29-11-2022},
booktitle = {Advances in Neural Information Processing Systems},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
van der Pol, Elise ; van Hoof, Herke ; Oliehoek, Frans ; Welling, Max Multi-Agent MDP Homomorphic Networks Proceedings of the International Conference on Learning Representations, 2022. Links | BibTeX @inproceedings{pol2022multi,
title = {Multi-Agent MDP Homomorphic Networks },
author = {van der Pol, Elise and van Hoof, Herke and Oliehoek, Frans and Welling, Max},
url = {https://openreview.net/forum?id=H7HDG--DJF0},
year = {2022},
date = {25-04-2022},
booktitle = {Proceedings of the International Conference on Learning Representations},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Höpner, Niklas ; Tiddi, Ilaria ; van Hoof, Herke Leveraging class abstraction for commonsense reinforcement learning via residual policy gradient methods International Joint Conference on Artificial Intelligence, 2022. Links | BibTeX @inproceedings{hopner2022leveraging,
title = {Leveraging class abstraction for commonsense reinforcement learning via residual policy gradient methods},
author = {Höpner, Niklas and Tiddi, Ilaria and van Hoof, Herke},
url = {https://arxiv.org/abs/2201.12126},
year = {2022},
date = {23-7-2022},
booktitle = {International Joint Conference on Artificial Intelligence},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Kool, Wouter ; van Hoof, Herke ; Welling, Max Estimating Gradients for Discrete Random Variables by Sampling without Replacement International Conference on Learning Representations, 2020. Links | BibTeX @inproceedings{kool2020estimating,
title = {Estimating Gradients for Discrete Random Variables by Sampling without Replacement},
author = {Kool, Wouter and van Hoof, Herke and Welling, Max},
url = {https://openreview.net/pdf?id=rklEj2EFvB
https://youtu.be/KtP-Z2bvPPE},
year = {2020},
date = {2020-04-26},
booktitle = {International Conference on Learning Representations},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Smith, M; van Hoof, H; Pineau, J An Inference-Based Policy Gradient Method for Learning Options International Conference on Machine Learning, pp. 4703-4712, 2018. Links | BibTeX @inproceedings{smith2018inference,
title = {An Inference-Based Policy Gradient Method for Learning Options},
author = {Smith, M. and van Hoof, H. and Pineau, J.},
url = {http://proceedings.mlr.press/v80/smith18a/smith18a.pdf},
year = {2018},
date = {2018-07-10},
booktitle = {International Conference on Machine Learning},
pages = {4703-4712},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Van Hoof, H; Neumann, G; Peters, J Non-parametric Policy Search with Limited Information Loss Journal of Machine Learning Research, 18 (73), pp. 1-46, 2017. Links | BibTeX @article{hoof2017nonparametric,
title = {Non-parametric Policy Search with Limited Information Loss},
author = {Van Hoof, H. and Neumann, G. and Peters, J.},
editor = {Murphy, K.},
url = {http://jmlr.org/papers/volume18/16-142/16-142.pdf},
year = {2017},
date = {2017-08-01},
journal = {Journal of Machine Learning Research},
volume = {18},
number = {73},
pages = {1-46},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Wang, Qi ; Federici, Marco ; van Hoof, Herke Bridge the Inference Gaps of Neural Processes via Expectation Maximization Forthcoming International Conference on Learning Representations, Forthcoming. Links | BibTeX @inproceedings{wang2023bridge,
title = {Bridge the Inference Gaps of Neural Processes via Expectation Maximization},
author = {Wang, Qi and Federici, Marco and van Hoof, Herke},
url = {https://openreview.net/forum?id=A7v2DqLjZdq},
year = {2023},
date = {01-05-2023},
booktitle = {International Conference on Learning Representations},
keywords = {},
pubstate = {forthcoming},
tppubtype = {inproceedings}
}
|
A full list of publications can be found at the Publications page.