Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores
Houthooft, Rein, Ruyssinck, Joeri, van der Herten, Joachim, Stijven, Sean, Couckuyt, Ivo, Gadeyne, Bram, Ongenae, Femke, Colpaert, Kirsten, Decruyenaere, Johan, Dhaene, Tom, De Turck, Filip
Published in Artificial intelligence in medicine (01.03.2015)
Published in Artificial intelligence in medicine (01.03.2015)
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Journal Article
Optimizing robustness in geometric routing via embedding redundancy and regeneration
Houthooft, Rein, Sahhaf, Sahel, Tavernier, Wouter, De Turck, Filip, Colle, Didier, Pickavet, Mario
Published in Networks (01.12.2015)
Published in Networks (01.12.2015)
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Journal Article
Random Survival Forests for Predicting the Bed Occupancy in the Intensive Care Unit
Dhaene, Tom, De Turck, Filip, Colpaert, Kirsten, Gadeyne, Bram, Couckuyt, Ivo, Ongenae, Femke, Houthooft, Rein, van der Herten, Joachim, Ruyssinck, Joeri, Decruyenaere, Johan
Published in Computational and mathematical methods in medicine (01.01.2016)
Published in Computational and mathematical methods in medicine (01.01.2016)
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Journal Article
Robust geometric forest routing with tunable load balancing
Houthooft, Rein, Sahhaf, Sahel, Tavernier, Wouter, De Turck, Filip, Colle, Didier, Pickavet, Mario
Published in 2015 IEEE Conference on Computer Communications (INFOCOM) (01.04.2015)
Published in 2015 IEEE Conference on Computer Communications (INFOCOM) (01.04.2015)
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Conference Proceeding
Design of a security mechanism for RESTful Web Service communication through mobile clients
De Backere, Femke, Hanssens, Brecht, Heynssens, Ruben, Houthooft, Rein, Zuliani, Alexander, Verstichel, Stijn, Dhoedt, Bart, De Turck, Filip
Published in 2014 IEEE Network Operations and Management Symposium (NOMS) (01.05.2014)
Published in 2014 IEEE Network Operations and Management Symposium (NOMS) (01.05.2014)
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Conference Proceeding
Evolved Policy Gradients
Houthooft, Rein, Chen, Richard Y, Isola, Phillip, Stadie, Bradly C, Wolski, Filip, Ho, Jonathan, Abbeel, Pieter
Year of Publication 13.02.2018
Year of Publication 13.02.2018
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Journal Article
Some Considerations on Learning to Explore via Meta-Reinforcement Learning
Stadie, Bradly C, Yang, Ge, Houthooft, Rein, Chen, Xi, Duan, Yan, Wu, Yuhuai, Abbeel, Pieter, Sutskever, Ilya
Year of Publication 03.03.2018
Year of Publication 03.03.2018
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Journal Article
Fault-tolerant Greedy Forest Routing for complex networks
Houthooft, Rein, Sahhaf, Sahel, Tavernier, Wouter, De Turck, Filip, Colle, Didier, Pickavet, Mario
Published in 2014 6th International Workshop on Reliable Networks Design and Modeling (RNDM) (01.11.2014)
Published in 2014 6th International Workshop on Reliable Networks Design and Modeling (RNDM) (01.11.2014)
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Conference Proceeding
Parameter Space Noise for Exploration
Plappert, Matthias, Houthooft, Rein, Dhariwal, Prafulla, Sidor, Szymon, Chen, Richard Y, Chen, Xi, Asfour, Tamim, Abbeel, Pieter, Andrychowicz, Marcin
Year of Publication 06.06.2017
Year of Publication 06.06.2017
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Journal Article
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets
Chen, Xi, Duan, Yan, Houthooft, Rein, Schulman, John, Sutskever, Ilya, Abbeel, Pieter
Year of Publication 11.06.2016
Year of Publication 11.06.2016
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Journal Article
VIME: Variational Information Maximizing Exploration
Houthooft, Rein, Chen, Xi, Duan, Yan, Schulman, John, De Turck, Filip, Abbeel, Pieter
Year of Publication 31.05.2016
Year of Publication 31.05.2016
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Journal Article
Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning
Tang, Haoran, Houthooft, Rein, Foote, Davis, Stooke, Adam, Chen, Xi, Duan, Yan, Schulman, John, De Turck, Filip, Abbeel, Pieter
Year of Publication 15.11.2016
Year of Publication 15.11.2016
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Journal Article
Controller for a Working Vehicle
Debilde Benoit, Houthooft Rein, Foster Christopher A, Verstichel Stijn
Year of Publication 05.01.2017
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Year of Publication 05.01.2017
Patent
A CONTROLLER FOR A WORKING VEHICLE
Debilde, Benoit, Houthooft, Rein, Verstichel, Stijn, Foster, Christopher A
Year of Publication 04.01.2017
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Year of Publication 04.01.2017
Patent
Benchmarking Deep Reinforcement Learning for Continuous Control
Duan, Yan, Chen, Xi, Rein Houthooft, Schulman, John, Abbeel, Pieter
Published in arXiv.org (27.05.2016)
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Published in arXiv.org (27.05.2016)
Paper
Evolved Policy Gradients
Rein Houthooft, Chen, Richard Y, Isola, Phillip, Stadie, Bradly C, Wolski, Filip, Ho, Jonathan, Abbeel, Pieter
Published in arXiv.org (29.04.2018)
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Published in arXiv.org (29.04.2018)
Paper
Some Considerations on Learning to Explore via Meta-Reinforcement Learning
Stadie, Bradly C, Yang, Ge, Rein Houthooft, Chen, Xi, Duan, Yan, Wu, Yuhuai, Abbeel, Pieter, Sutskever, Ilya
Published in arXiv.org (11.01.2019)
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Published in arXiv.org (11.01.2019)
Paper