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Workshop
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Fri 11:30
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Interaction of Model-based RL and Meta-RL
Pieter Abbeel
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Workshop
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Sat 11:00
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Optico: A Framework for Model-Based Optimization with MuJoCo Physics - Invited Talk
Emo Todorov
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Poster
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Tue 17:30
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Robust exploration in linear quadratic reinforcement learning
Jack Umenberger · Mina Ferizbegovic · Thomas Schön · Håkan Hjalmarsson
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Poster
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Thu 10:45
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Fully Neural Network based Model for General Temporal Point Processes
Takahiro Omi · naonori ueda · Kazuyuki Aihara
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Poster
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Tue 10:45
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Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation
Xueying Bai · Jian Guan · Hongning Wang
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Spotlight
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Thu 16:15
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Numerically Accurate Hyperbolic Embeddings Using Tiling-Based Models
Tao Yu · Christopher De Sa
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Poster
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Tue 17:30
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Information-Theoretic Confidence Bounds for Reinforcement Learning
Xiuyuan Lu · Benjamin Van Roy
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Spotlight
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Tue 16:30
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Implicit Generation and Modeling with Energy Based Models
Yilun Du · Igor Mordatch
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Poster
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Tue 17:30
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Explicit Explore-Exploit Algorithms in Continuous State Spaces
Mikael Henaff
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Poster
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Tue 17:30
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When to Trust Your Model: Model-Based Policy Optimization
Michael Janner · Justin Fu · Marvin Zhang · Sergey Levine
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Poster
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Wed 17:00
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Ouroboros: On Accelerating Training of Transformer-Based Language Models
Qian Yang · Zhouyuan Huo · Wenlin Wang · Lawrence Carin
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Poster
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Thu 10:45
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Shaping Belief States with Generative Environment Models for RL
Karol Gregor · Danilo Jimenez Rezende · Frederic Besse · Yan Wu · Hamza Merzic · Aaron van den Oord
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