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Rein Houthooft

InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets
2016 · Chen, Xi, Duan, Yan, et al. · arXiv (Cornell University) · 3,372
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Benchmarking Deep Reinforcement Learning for Continuous Control
2016 · Duan, Yan, Chen, Xi, et al. · arXiv (Cornell University) · 1,111
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VIME: Variational Information Maximizing Exploration
2016 · Houthooft, Rein, Chen, Xi, et al. · arXiv (Cornell University) · 517
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#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning
2016 · Tang, Haoran, Houthooft, Rein, et al. · arXiv (Cornell University) · 451
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Parameter Space Noise for Exploration
2017 · Plappert, Matthias, Houthooft, Rein, et al. · arXiv (Cornell University) · 422
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Evolved Policy Gradients
2018 · Houthooft, Rein, Chen, Richard Y., et al. · arXiv (Cornell University) · 149
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Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores
2014 · Rein Houthooft, Joeri Ruyssinck, et al. · Artificial Intelligence in Medicine · 89
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Parameter Space Noise for Exploration
2018 · Matthias Plappert, Rein Houthooft, et al. · International Conference on Learning Representations · 78
Some Considerations on Learning to Explore via Meta-Reinforcement Learning
2018 · Stadie, Bradly C., Yang, Ge, et al. · arXiv (Cornell University) · 69
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Curiosity-driven Exploration in Deep Reinforcement Learning via Bayesian Neural Networks.
2016 · Rein Houthooft, Xi Chen, et al. · arXiv (Cornell University) · 44
Random Survival Forests for Predicting the Bed Occupancy in the Intensive Care Unit
2016 · Joeri Ruyssinck, Joachim van der Herten, et al. · Computational and Mathematical Methods in Medicine · 27
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The Importance of Sampling inMeta-Reinforcement Learning
2018 · Bradly C. Stadie, Ge Yang, et al. · neural information processing systems · 11
Robust geometric forest routing with tunable load balancing
2015 · Rein Houthooft, Sahel Sahhaf, et al. · IEEE Conference on Computer Communications (INFOCOM) · 11
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Design of a security mechanism for RESTful Web Service communication through mobile clients
2014 · Femke De Backere, Brecht Hanssens, et al. · IEEE/IFIP Network Operations and Management Symposium (NOMS) · 11
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Fault-tolerant Greedy Forest Routing for complex networks
2014 · Rein Houthooft, Sahel Sahhaf, et al. · International Workshop on Resilient Networks Design and Modeling (RNDM) · 6
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Integrated inference and learning of neural factors in structural support vector machines
2016 · Rein Houthooft, Filip De Turck · Pattern Recognition · 3
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Optimizing robustness in geometric routing via embedding redundancy and regeneration
2015 · Rein Houthooft, Sahel Sahhaf, et al. · Networks · 3
Structured Output Prediction for Semantic Perception in Autonomous Vehicles
2016 · Rein Houthooft, Cedric De Boom, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2
Projected Distillation: On Learning to Solve Hard Problems from Close, Correct Targets
2026 · Deshmukh, Shripad V., Bock, Christian, et al. · arXiv (Cornell University)
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ANTE: Anticipate, Then Execute -- Learning Internal World Models for Coding Agents from Verified Beliefs
2026 · Ge, Yi, Ruan, Kangrui, et al. · arXiv (Cornell University)
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Reward-Aligned Distillation
2026 · Chen, Yilan, Su, Zian, et al. · arXiv (Cornell University)
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GenRec: An LLM-Backed Recommendation Ranker at Netflix
2026 · Li, Ying, Sehgal, Shradha, et al. · arXiv (Cornell University)
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From Logs to Language: Learning Optimal Verbalization for LLM-Based Recommendation at Industry Scale
2026 · Shi, Yucheng, Li, Ying, et al. · arXiv (Cornell University)
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Group Adaptive Clipping Policy Optimization
2026 · Sheng Jia, Xiao Wang, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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Machine learning algorithms for structured decision making
2017 · Rein Houthooft · Ghent University Academic Bibliography (Ghent University)
Works count: 26
Citation count: 6,377
H-index: 11
I10-index: 14
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