Rein Houthooft

Publication Activity (10 Years)

Years Active: 2014-2018
Publications (10 Years): 21

Top Topics

Reinforcement Learning

Structured Output Prediction

Parameter Space

Top Venues

Artif. Intell. Medicine

Publications

Rein Houthooft, Richard Y. Chen, Phillip Isola, Bradly C. Stadie, Filip Wolski, Jonathan Ho, Pieter Abbeel
Evolved Policy Gradients. CoRR (2018)
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 (2018)
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)
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)
Rein Houthooft, Yuhua Chen, Phillip Isola, Bradly C. Stadie, Filip Wolski, Jonathan Ho, Pieter Abbeel
Evolved Policy Gradients. NeurIPS (2018)
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)
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 (2017)
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 (2016)
Xi Chen, Yan Duan, Rein Houthooft, John Schulman, Ilya Sutskever, Pieter Abbeel
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets. NIPS (2016)
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 (2016)
Yan Duan, Xi Chen, Rein Houthooft, John Schulman, Pieter Abbeel
Benchmarking Deep Reinforcement Learning for Continuous Control. ICML (2016)
Yan Duan, Xi Chen, Rein Houthooft, John Schulman, Pieter Abbeel
Benchmarking Deep Reinforcement Learning for Continuous Control. CoRR (2016)
Rein Houthooft, Xi Chen, Yan Duan, John Schulman, Filip De Turck, Pieter Abbeel
VIME: Variational Information Maximizing Exploration. NIPS (2016)
Xi Chen, Yan Duan, Rein Houthooft, John Schulman, Ilya Sutskever, Pieter Abbeel
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets. CoRR (2016)
Rein Houthooft, Filip De Turck
Integrated inference and learning of neural factors in structural support vector machines. Pattern Recognit. 59 (2016)
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 (2016)
Rein Houthooft, Cedric De Boom, Stijn Verstichel, Femke Ongenae, Filip De Turck
Structured Output Prediction for Semantic Perception in Autonomous Vehicles. AAAI (2016)
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) (2015)
Rein Houthooft, Sahel Sahhaf, Wouter Tavernier, Filip De Turck, Didier Colle, Mario Pickavet
Robust geometric forest routing with tunable load balancing. INFOCOM (2015)
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) (2015)
Rein Houthooft, Filip De Turck
Integrated Inference and Learning of Neural Factors in Structural Support Vector Machines. CoRR (2015)
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)