Rein Houthooft

According to our database, Rein Houthooft authored at least 17 papers between 2014 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Some Considerations on Learning to Explore via Meta-Reinforcement Learning.

Bradly C. Stadie, Ge Yang, Rein Houthooft, Xi Chen, Yan Duan, Yuhuai Wu, Pieter Abbeel, Ilya Sutskever

CoRR, 2018

Evolved Policy Gradients.

Rein Houthooft, Richard Y. Chen, Phillip Isola, Bradly C. Stadie, Filip Wolski, Jonathan Ho, Pieter Abbeel

CoRR, 2018

The Importance of Sampling inMeta-Reinforcement Learning.

Bradly C. Stadie, Ge Yang, Rein Houthooft, Xi Chen, Yan Duan, Yuhuai Wu, Pieter Abbeel, Ilya Sutskever

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Evolved Policy Gradients.

Rein Houthooft, Yuhua Chen, Phillip Isola, Bradly C. Stadie, Filip Wolski, Jonathan Ho, Pieter Abbeel

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Parameter Space Noise for Exploration.

Matthias Plappert, Rein Houthooft, Prafulla Dhariwal, Szymon Sidor, Richard Y. Chen, Xi Chen, Tamim Asfour, Pieter Abbeel, Marcin Andrychowicz

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning.

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

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

Integrated inference and learning of neural factors in structural support vector machines.

Rein Houthooft, Filip De Turck

Pattern Recognit., 2016

Curiosity-driven Exploration in Deep Reinforcement Learning via Bayesian Neural Networks.

Rein Houthooft, Xi Chen, Yan Duan, John Schulman, Filip De Turck, Pieter Abbeel

CoRR, 2016

Random Survival Forests for Predicting the Bed Occupancy in the Intensive Care Unit.

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

Comput. Math. Methods Medicine, 2016

VIME: Variational Information Maximizing Exploration.

Rein Houthooft, Xi Chen, Yan Duan, John Schulman, Filip De Turck, Pieter Abbeel

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets.

Xi Chen, Yan Duan, Rein Houthooft, John Schulman, Ilya Sutskever, Pieter Abbeel

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Benchmarking Deep Reinforcement Learning for Continuous Control.

Yan Duan, Xi Chen, Rein Houthooft, John Schulman, Pieter Abbeel

Proceedings of the 33nd International Conference on Machine Learning, 2016

Structured Output Prediction for Semantic Perception in Autonomous Vehicles.

Rein Houthooft, Cedric De Boom, Stijn Verstichel, Femke Ongenae, Filip De Turck

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Optimizing robustness in geometric routing via embedding redundancy and regeneration.

Rein Houthooft, Sahel Sahhaf, Wouter Tavernier, Filip De Turck, Didier Colle, Mario Pickavet

Networks, 2015

Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores.

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

Artif. Intell. Medicine, 2015

Robust geometric forest routing with tunable load balancing.

Rein Houthooft, Sahel Sahhaf, Wouter Tavernier, Filip De Turck, Didier Colle, Mario Pickavet

Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

2014

Design of a security mechanism for RESTful Web Service communication through mobile clients.

Femke De Backere, Brecht Hanssens, Ruben Heynssens, Rein Houthooft, Alexander Zuliani, Stijn Verstichel, Bart Dhoedt, Filip De Turck

Proceedings of the 2014 IEEE Network Operations and Management Symposium, 2014