Research Explorer

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Researcher

Rein Houthooft

Awards & Distinctions

13 Results

2017

#Exploration : a study of count-based exploration for deep reinforcement learning

Haoran TangRein HouthooftDavis FooteAdam StookeXi ChenYan DuanJohn SchulmanFilip De TurckPieter Abbeel

Machine learning algorithms for structured decision making

Rein HouthooftFilip De Turck

2016

Benchmarking deep reinforcement learning for continous control

Yan DuanXi ChenRein HouthooftJohn SchulmanPieter Abbeel

InfoGAN: interpretable representation learning by information maximizing Generative Adversarial Nets

Xi ChenYan DuanRein HouthooftJohn SchulmanIlya SutskeverPieter Abbeel

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

Rein HouthooftFilip De Turck

A1 Journal Article in PATTERN RECOGNITION

Random survival forests for predicting the bed occupancy in the intensive care unit

Joeri RuyssinckJoachim van der HertenRein HouthooftFemke OngenaeIvo CouckuytBram GadeyneKirsten ColpaertJohan DecruyenaereFilip De TurckTom Dhaene

A1 Journal Article in COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE

Structured output prediction for semantic perception in autonomous vehicles

Rein HouthooftCedric De BoomStijn VerstichelFemke OngenaeFilip De Turck

VIME: Variational Information Maximizing Exploration

Rein HouthooftXi ChenYan DuanJohn SchulmanFilip De TurckPieter Abbeel

2015

Optimizing robustness in geometric routing via embedding redundancy and regeneration

Rein HouthooftSeyedeh Sahel SahhafWouter TavernierFilip De TurckDidier ColleMario Pickavet

A1 Journal Article in NETWORKS

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

Rein HouthooftJoeri RuyssinckJoachim van der HertenSean StijvenIvo CouckuytBram GadeyneFemke OngenaeKirsten ColpaertJohan DecruyenaereTom Dhaene et al.

A1 Journal Article in ARTIFICIAL INTELLIGENCE IN MEDICINE

Robust geometric forest routing with tunable load balancing

Rein HouthooftSeyedeh Sahel SahhafWouter TavernierFilip De TurckDidier ColleMario Pickavet

2014

Design of a security mechanism for RESTful web service communication through mobile clients

Femke De BackereBrecht HanssensRuben HeynssensRein HouthooftAlexander ZulianiStijn VerstichelBart DhoedtFilip De Turck

Fault-tolerant greedy forest routing for complex networks

Rein HouthooftSeyedeh Sahel SahhafWouter TavernierFilip De TurckDidier ColleMario Pickavet