Rein Houthooft

23 papers A* 5B 1Journal 13Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	From Logs to Language: Learning Optimal Verbalization for LLM-Based Recommendation in Production. CoRR Yucheng Shi, Ying Li, Yu Wang, Yesu Feng, Arjun Rao, Rein Houthooft, Shradha Sehgal, Jin Wang, Hao Zhen, Ninghao Liu, Linas Baltrunas
2018	A*	`conf`	Evolved Policy Gradients. NeurIPS Rein Houthooft, Yuhua Chen, Phillip Isola, Bradly C. Stadie, Filip Wolski, Jonathan Ho, Pieter Abbeel
2018	J	`jnl`	Evolved Policy Gradients. CoRR Rein Houthooft, Richard Y. Chen, Phillip Isola, Bradly C. Stadie, Filip Wolski, Jonathan Ho, Pieter Abbeel
2018	—	`conf`	Parameter Space Noise for Exploration. ICLR (Poster) Matthias Plappert, Rein Houthooft, Prafulla Dhariwal, Szymon Sidor, Richard Y. Chen, Xi Chen, Tamim Asfour, Pieter Abbeel, Marcin Andrychowicz
2018	J	`jnl`	Some Considerations on Learning to Explore via Meta-Reinforcement Learning. CoRR Bradly C. Stadie, Ge Yang, Rein Houthooft, Xi Chen, Yan Duan, Yuhuai Wu, Pieter Abbeel, Ilya Sutskever
2018	A*	`conf`	The Importance of Sampling inMeta-Reinforcement Learning. NeurIPS Bradly C. Stadie, Ge Yang, Rein Houthooft, Xi Chen, Yan Duan, Yuhuai Wu, Pieter Abbeel, Ilya Sutskever
2017	—	`conf`	#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning. NIPS Haoran Tang, Rein Houthooft, Davis Foote, Adam Stooke, Xi Chen, Yan Duan, John Schulman, Filip De Turck, Pieter Abbeel
2017	J	`jnl`	Parameter Space Noise for Exploration. CoRR Matthias Plappert, Rein Houthooft, Prafulla Dhariwal, Szymon Sidor, Richard Y. Chen, Xi Chen, Tamim Asfour, Pieter Abbeel, Marcin Andrychowicz
2016	J	`jnl`	#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning. CoRR Haoran Tang, Rein Houthooft, Davis Foote, Adam Stooke, Xi Chen, Yan Duan, John Schulman, Filip De Turck, Pieter Abbeel
2016	A*	`conf`	Benchmarking Deep Reinforcement Learning for Continuous Control. ICML Yan Duan, Xi Chen, Rein Houthooft, John Schulman, Pieter Abbeel
2016	J	`jnl`	Benchmarking Deep Reinforcement Learning for Continuous Control. CoRR Yan Duan, Xi Chen, Rein Houthooft, John Schulman, Pieter Abbeel
2016	J	`jnl`	Curiosity-driven Exploration in Deep Reinforcement Learning via Bayesian Neural Networks. CoRR Rein Houthooft, Xi Chen, Yan Duan, John Schulman, Filip De Turck, Pieter Abbeel
2016	—	`conf`	InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets. NIPS Xi Chen, Yan Duan, Rein Houthooft, John Schulman, Ilya Sutskever, Pieter Abbeel
2016	J	`jnl`	InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets. CoRR Xi Chen, Yan Duan, Rein Houthooft, John Schulman, Ilya Sutskever, Pieter Abbeel
2016	J	`jnl`	Integrated inference and learning of neural factors in structural support vector machines. Pattern Recognit. Rein Houthooft, Filip De Turck
2016	J	`jnl`	Random Survival Forests for Predicting the Bed Occupancy in the Intensive Care Unit. Comput. Math. Methods Medicine Joeri Ruyssinck, Joachim van der Herten, Rein Houthooft, Femke Ongenae, Ivo Couckuyt, Bram Gadeyne, Kirsten Colpaert, Johan Decruyenaere, Filip De Turck, Tom Dhaene
2016	A*	`conf`	Structured Output Prediction for Semantic Perception in Autonomous Vehicles. AAAI Rein Houthooft, Cedric De Boom, Stijn Verstichel, Femke Ongenae, Filip De Turck
2016	—	`conf`	VIME: Variational Information Maximizing Exploration. NIPS Rein Houthooft, Xi Chen, Yan Duan, John Schulman, Filip De Turck, Pieter Abbeel
2015	J	`jnl`	Integrated Inference and Learning of Neural Factors in Structural Support Vector Machines. CoRR Rein Houthooft, Filip De Turck
2015	J	`jnl`	Optimizing robustness in geometric routing via embedding redundancy and regeneration. Networks Rein Houthooft, Sahel Sahhaf, Wouter Tavernier, Filip De Turck, Didier Colle, Mario Pickavet
2015	J	`jnl`	Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores. Artif. Intell. Medicine 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
2015	A*	`conf`	Robust geometric forest routing with tunable load balancing. INFOCOM Rein Houthooft, Sahel Sahhaf, Wouter Tavernier, Filip De Turck, Didier Colle, Mario Pickavet
2014	B	`conf`	Design of a security mechanism for RESTful Web Service communication through mobile clients. NOMS Femke De Backere, Brecht Hanssens, Ruben Heynssens, Rein Houthooft, Alexander Zuliani, Stijn Verstichel, Bart Dhoedt, Filip De Turck