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ORCIDRein Houthooft
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2010 – 2019
- 2018
[c10]Matthias Plappert, Rein Houthooft, Prafulla Dhariwal, Szymon Sidor, Richard Y. Chen, Xi Chen, Tamim Asfour, Pieter Abbeel, Marcin Andrychowicz:
Parameter Space Noise for Exploration. ICLR (Poster) 2018- [c9]Rein Houthooft, Yuhua Chen, Phillip Isola, Bradly C. Stadie, Filip Wolski, Jonathan Ho, Pieter Abbeel:
Evolved Policy Gradients. NeurIPS 2018: 5405-5414 - [c8]Bradly C. Stadie, Ge Yang, Rein Houthooft, Xi Chen, Yan Duan, Yuhuai Wu, Pieter Abbeel, Ilya Sutskever:
The Importance of Sampling inMeta-Reinforcement Learning. NeurIPS 2018: 9300-9310 - [i8]Rein Houthooft, Richard Y. Chen, Phillip Isola, Bradly C. Stadie, Filip Wolski, Jonathan Ho, Pieter Abbeel:
Evolved Policy Gradients. CoRR abs/1802.04821 (2018) - [i7]Bradly C. Stadie, Ge Yang, Rein Houthooft, Xi Chen, Yan Duan, Yuhuai Wu, Pieter Abbeel, Ilya Sutskever:
Some Considerations on Learning to Explore via Meta-Reinforcement Learning. CoRR abs/1803.01118 (2018) - 2017
- [c7]Haoran Tang, Rein Houthooft, Davis Foote, Adam Stooke, Xi Chen, Yan Duan, John Schulman, Filip De Turck, Pieter Abbeel:
#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning. NIPS 2017: 2753-2762 - [i6]Matthias Plappert, Rein Houthooft, Prafulla Dhariwal, Szymon Sidor, Richard Y. Chen, Xi Chen, Tamim Asfour, Pieter Abbeel, Marcin Andrychowicz:
Parameter Space Noise for Exploration. CoRR abs/1706.01905 (2017) - 2016
- [j4]Joeri Ruyssinck, Joachim van der Herten
, Rein Houthooft, Femke Ongenae, Ivo Couckuyt, Bram Gadeyne, Kirsten Colpaert, Johan Decruyenaere, Filip De Turck, Tom Dhaene:
Random Survival Forests for Predicting the Bed Occupancy in the Intensive Care Unit. Comput. Math. Methods Medicine 2016: 7087053:1-7087053:7 (2016) - [j3]Rein Houthooft, Filip De Turck:
Integrated inference and learning of neural factors in structural support vector machines. Pattern Recognit. 59: 292-301 (2016) - [c6]Rein Houthooft, Cedric De Boom, Stijn Verstichel, Femke Ongenae, Filip De Turck:
Structured Output Prediction for Semantic Perception in Autonomous Vehicles. AAAI 2016: 3509-3515 - [c5]Yan Duan, Xi Chen, Rein Houthooft, John Schulman, Pieter Abbeel:
Benchmarking Deep Reinforcement Learning for Continuous Control. ICML 2016: 1329-1338 - [c4]Rein Houthooft, Xi Chen, Yan Duan, John Schulman, Filip De Turck, Pieter Abbeel:
VIME: Variational Information Maximizing Exploration. NIPS 2016: 1109-1117 - [c3]Xi Chen, Yan Duan, Rein Houthooft, John Schulman, Ilya Sutskever, Pieter Abbeel:
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets. NIPS 2016: 2172-2180 - [i5]Yan Duan, Xi Chen, Rein Houthooft, John Schulman, Pieter Abbeel:
Benchmarking Deep Reinforcement Learning for Continuous Control. CoRR abs/1604.06778 (2016) - [i4]Rein Houthooft, Xi Chen, Yan Duan, John Schulman, Filip De Turck, Pieter Abbeel:
Curiosity-driven Exploration in Deep Reinforcement Learning via Bayesian Neural Networks. CoRR abs/1605.09674 (2016) - [i3]Xi Chen, Yan Duan, Rein Houthooft, John Schulman, Ilya Sutskever, Pieter Abbeel:
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets. CoRR abs/1606.03657 (2016) - [i2]Haoran Tang, Rein Houthooft, Davis Foote, Adam Stooke, Xi Chen, Yan Duan, John Schulman, Filip De Turck, Pieter Abbeel:
#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning. CoRR abs/1611.04717 (2016) - 2015
- [j2]Rein Houthooft, Joeri Ruyssinck, Joachim van der Herten, Sean Stijven, Ivo Couckuyt, Bram Gadeyne, Femke Ongenae, Kirsten Colpaert, Johan Decruyenaere, Tom Dhaene, Filip De Turck:
Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores. Artif. Intell. Medicine 63(3): 191-207 (2015) - [j1]Rein Houthooft, Sahel Sahhaf, Wouter Tavernier, Filip De Turck, Didier Colle, Mario Pickavet:
Optimizing robustness in geometric routing via embedding redundancy and regeneration. Networks 66(4): 320-334 (2015) - [c2]Rein Houthooft, Sahel Sahhaf, Wouter Tavernier, Filip De Turck, Didier Colle, Mario Pickavet:
Robust geometric forest routing with tunable load balancing. INFOCOM 2015: 1382-1390 - [i1]Rein Houthooft, Filip De Turck:
Integrated Inference and Learning of Neural Factors in Structural Support Vector Machines. CoRR abs/1508.00451 (2015) - 2014
- [c1]Femke De Backere, Brecht Hanssens, Ruben Heynssens, Rein Houthooft, Alexander Zuliani, Stijn Verstichel, Bart Dhoedt, Filip De Turck:
Design of a security mechanism for RESTful Web Service communication through mobile clients. NOMS 2014: 1-6
Coauthor Index
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