RH
Rein Houthooft
cs.LGcs.AIstat.MLcs.ROcs.IRcs.NEBed OccupancyCritical carecs.CLcs.CV
On Valency
published · living versionsW_7f666ryv·v1 · currentpublished
Benchmarking Deep Reinforcement Learning for Continuous Control
with Yan Duan, Xi Chen, John Schulman, Pieter Abbeel
1 version
Preprints & journals
13 papers in the corpus · 2015–2026Group Adaptive Clipping Policy Optimization2609.00444v1 · Sheng Jia, Xiao Wang, Shiva Prasad Kasiviswanathan et al.2026 · 0 citationsarXiv
GenRec: An LLM-Backed Recommendation Ranker at Netflix2608.10257v2 · Ying Li, Shradha Sehgal, Arjun Rao et al.2026 · 0 citationsarXiv
From Logs to Language: Learning Optimal Verbalization for LLM-Based Recommendation at Industry Scale2602.20558v2 · Yucheng Shi, Ying Li, Yu Wang et al.2026 · 0 citationsarXiv
Some Considerations on Learning to Explore via Meta-Reinforcement Learning1803.01118v2 · Bradly C. Stadie, Ge Yang, Rein Houthooft et al.2018 · 66 citationsarXiv
Evolved Policy Gradients1802.04821v2 · Rein Houthooft, Richard Y. Chen, Phillip Isola et al.2018 · 133 citationsarXiv
Parameter Space Noise for Exploration1706.01905v2 · Matthias Plappert, Rein Houthooft, Prafulla Dhariwal et al.2017 · 441 citationsarXiv
#Exploration: A Study of Count-Based Exploration for Deep Reinforcement Learning1611.04717v3 · Haoran Tang, Rein Houthooft, Davis Foote et al.2016 · 464 citationsarXiv
Random Survival Forests for Predicting the Bed Occupancy in the Intensive Care Unit.27818706 · Ruyssinck, Joeri, van der Herten, Joachim, Houthooft, Rein et al.2017 · 32 citationsComputational and mathematical methods in medicine. 2016;2016:7087053
VIME: Variational Information Maximizing Exploration1605.09674v4 · Rein Houthooft, Xi Chen, Yan Duan et al.2016 · 521 citationsarXiv
InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets1606.03657v1 · Xi Chen, Yan Duan, Rein Houthooft et al.2016 · 3,377 citationsarXiv
Benchmarking Deep Reinforcement Learning for Continuous Control1604.06778v3 · Yan Duan, Xi Chen, Rein Houthooft et al.2016 · 1,254 citationsarXivon Valency
Integrated Inference and Learning of Neural Factors in Structural Support Vector Machines1508.00451v4 · Rein Houthooft, Filip De Turck2015 · 3 citationsarXiv
Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores.25579436 · Houthooft, Rein, Ruyssinck, Joeri, van der Herten, Joachim et al.2016 · 91 citationsArtificial intelligence in medicine. 2015;63(3):191-207
Career total: 22 works. 13 are in this corpus.
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