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Poster
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Wed 14:00
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Iterative Value-Aware Model Learning
Amir-massoud Farahmand
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Poster
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Wed 14:00
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Fighting Boredom in Recommender Systems with Linear Reinforcement Learning
Romain WARLOP · Alessandro Lazaric · Jérémie Mary
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Workshop
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Sat 12:30
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On the role of text-based games for language learning and RL
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Poster
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Wed 14:00
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Object-Oriented Dynamics Predictor
Guangxiang Zhu · Zhiao Huang · Chongjie Zhang
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Poster
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Tue 14:00
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Data center cooling using model-predictive control
Nevena Lazic · Craig Boutilier · Tyler Lu · Eehern Wong · Binz Roy · Moonkyung Ryu · Greg Imwalle
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Workshop
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Fri 11:30
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Model-free vs. Model-based Learning in a Causal World: Some Stories from Online Learning to Rank
Csaba Szepesvari
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Poster
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Thu 14:00
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Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models
Kurtland Chua · Roberto Calandra · Rowan McAllister · Sergey Levine
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Poster
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Thu 14:00
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Sample-Efficient Reinforcement Learning with Stochastic Ensemble Value Expansion
Jacob Buckman · Danijar Hafner · George Tucker · Eugene Brevdo · Honglak Lee
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Poster
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Wed 14:00
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Zero-Shot Transfer with Deictic Object-Oriented Representation in Reinforcement Learning
Ofir Marom · Benjamin Rosman
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Workshop
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Fri 10:55
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Using Cumulative Distribution Based Performance Analysis to Benchmark Models
Scott Jordan
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Workshop
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Fri 14:15
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Rule-Based Sentence Quality Modeling and Assessment using Deep LSTM Features
Aishwarya Pagalla
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Poster
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Wed 14:00
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Continuous-time Value Function Approximation in Reproducing Kernel Hilbert Spaces
Motoya Ohnishi · Masahiro Yukawa · Mikael Johansson · Masashi Sugiyama
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