Researcher
Rein Houthooft
- Disciplines:Scientific computing, Computer theory, Computer hardware, Other computer engineering, information technology and mathematical engineering
Affiliations
- Department of Information technology (Department)
Member
From19 Feb 2014 → 24 Sep 2017
Projects
1 - 1 of 1
- Algorithms for Efficient Management of Large-Scale Virtualized Networks by means of Advanced Learning and Reasoning TechniquesFrom1 Oct 2015 → 30 Sep 2017Funding: FWO fellowships
Publications
1 - 10 of 12
- #Exploration : a study of count-based exploration for deep reinforcement learning(2017)Volume: 30
Authors: Haoran Tang, Rein Houthooft, Davis Foote, Adam Stooke, Xi Chen, Yan Duan, John Schulman, Filip De Turck, Pieter Abbeel
Pages: 1 - 18 - Machine learning algorithms for structured decision making(2017)
Authors: Rein Houthooft
- Benchmarking deep reinforcement learning for continous control(2016)
Authors: Yan Duan, Xi Chen, Rein Houthooft, John Schulman, Pieter Abbeel
Number of pages: 1 - Structured output prediction for semantic perception in autonomous vehicles(2016)
Authors: Rein Houthooft, Cedric De Boom, Stijn Verstichel, Femke Ongenae, Filip De Turck
Pages: 3509 - 3515 - InfoGAN: interpretable representation learning by information maximizing Generative Adversarial Nets(2016)
Authors: Xi Chen, Yan Duan, Rein Houthooft, John Schulman, Ilya Sutskever, Pieter Abbeel
Number of pages: 1 - Integrated inference and learning of neural factors in structural support vector machines(2016)
Authors: Rein Houthooft, Filip De Turck
Pages: 292 - 301 - VIME: Variational Information Maximizing Exploration(2016)
Authors: Rein Houthooft, Xi Chen, Yan Duan, John Schulman, Filip De Turck, Pieter Abbeel
Number of pages: 1 - Robust geometric forest routing with tunable load balancing(2015)
Authors: Rein Houthooft, Seyedeh Sahel Sahhaf, Wouter Tavernier, Filip De Turck, Didier Colle, Mario Pickavet
Pages: 1382 - 1390 - Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores(2015)
Authors: Rein Houthooft, Joeri Ruyssinck, Joachim van der Herten, Sean Stijven, Ivo Couckuyt, Bram Gadeyne, Femke Ongenae, Kirsten Colpaert, Johan Decruyenaere, Tom Dhaene, et al.
Pages: 191 - 207 - Optimizing robustness in geometric routing via embedding redundancy and regeneration(2015)
Authors: Rein Houthooft, Seyedeh Sahel Sahhaf, Wouter Tavernier, Filip De Turck, Didier Colle, Mario Pickavet, BL Golden, DR Shier
Pages: 320 - 334