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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: 30Pages: 1 - 18
- Machine learning algorithms for structured decision making(2017)Pages: XXIV, 162 p.
- Benchmarking deep reinforcement learning for continous control(2016)Number of pages: 1
- VIME: Variational Information Maximizing Exploration(2016)Number of pages: 1
- Integrated inference and learning of neural factors in structural support vector machines(2016)Published in: PATTERN RECOGNITIONISSN: 0031-3203Volume: 59Pages: 292 - 301
- Structured output prediction for semantic perception in autonomous vehicles(2016)Pages: 3509 - 3515
- InfoGAN: interpretable representation learning by information maximizing Generative Adversarial Nets(2016)Number of pages: 1
- Optimizing robustness in geometric routing via embedding redundancy and regeneration(2015)Published in: NETWORKSISSN: 1097-0037Issue: 4Volume: 66Pages: 320 - 334
- Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores(2015)Published in: ARTIFICIAL INTELLIGENCE IN MEDICINEISSN: 0933-3657Issue: 3Volume: 63Pages: 191 - 207
- Robust geometric forest routing with tunable load balancing(2015)Pages: 1382 - 1390