Academic Bibliography

Search 200 years of publications by Ghent University researchers.

ir. Rein Houthooft

No current affiliation with UGent

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- Conference Paper
- P1
- open access
#Exploration : a study of count-based exploration for deep reinforcement learning

Haoran Tang, Rein Houthooft (UGent) , Davis Foote, Adam Stooke, Xi Chen, Yan Duan, John Schulman, Filip De Turck (UGent) and Pieter Abbeel

(2017) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017). In Advances in Neural Information Processing Systems 30. p.1-18
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- PhD Thesis
- open access
Machine learning algorithms for structured decision making

Rein Houthooft (UGent)

(2017)
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- Journal Article
- A1
- open access
Random survival forests for predicting the bed occupancy in the intensive care unit

Joeri Ruyssinck (UGent) , Joachim van der Herten (UGent) , Rein Houthooft (UGent) , Femke Ongenae (UGent) , Ivo Couckuyt (UGent) , Bram Gadeyne (UGent) , Kirsten Colpaert (UGent) , Johan Decruyenaere (UGent) , Filip De Turck (UGent) and Tom Dhaene (UGent)

(2016) COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE.
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- Conference Paper
- C3
VIME: Variational Information Maximizing Exploration

Rein Houthooft (UGent) , Xi Chen, Yan Duan, John Schulman, Filip De Turck (UGent) and Pieter Abbeel

(2016) Advances in Neural Information Processing Systems.
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- Conference Paper
- C3
InfoGAN: interpretable representation learning by information maximizing Generative Adversarial Nets

Xi Chen, Yan Duan, Rein Houthooft (UGent) , John Schulman, Ilya Sutskever and Pieter Abbeel

(2016) Advances in Neural Information Processing Systems.
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- Conference Paper
- C1
- open access
Benchmarking deep reinforcement learning for continous control

Yan Duan, Xi Chen, Rein Houthooft (UGent) , John Schulman and Pieter Abbeel

(2016) Proceedings of the 33rd International Conference on Machine Learning (ICML).
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- Journal Article
- A1
- open access
Integrated inference and learning of neural factors in structural support vector machines

Rein Houthooft (UGent) and Filip De Turck (UGent)

(2016) PATTERN RECOGNITION. 59. p.292-301
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- Conference Paper
- P1
- open access
Structured output prediction for semantic perception in autonomous vehicles

Rein Houthooft (UGent) , Cedric De Boom, Stijn Verstichel (UGent) , Femke Ongenae (UGent) and Filip De Turck (UGent)

(2016) 30th AAAI Conference on Artificial Intelligence. In AAAI Conference on Artificial Intelligence p.3509-3515
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Optimizing robustness in geometric routing via embedding redundancy and regeneration

Rein Houthooft (UGent) , Seyedeh Sahel Sahhaf (UGent) , Wouter Tavernier (UGent) , Filip De Turck (UGent) , Didier Colle (UGent) and Mario Pickavet (UGent)

(2015) NETWORKS. 66(4). p.320-334
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- Journal Article
- A1
- open access
Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores

Rein Houthooft (UGent) , Joeri Ruyssinck (UGent) , Joachim van der Herten (UGent) , Sean Stijven (UGent) , Ivo Couckuyt (UGent) , Bram Gadeyne (UGent) , Femke Ongenae (UGent) , Kirsten Colpaert (UGent) , Johan Decruyenaere (UGent) , Tom Dhaene (UGent) , et al.

(2015) ARTIFICIAL INTELLIGENCE IN MEDICINE. 63(3). p.191-207

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