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Workshop
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Fri 11:54
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Poster Spotlight "Simulation-based Scoring for Model-based Asynchronous Hyperparameter and Neural Architecture Search"
Matthias Seeger
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Poster
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Mon 9:00
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On the role of planning in model-based deep reinforcement learning
Jessica Hamrick · Abram Friesen · Feryal Behbahani · Arthur Guez · Fabio Viola · Sims Witherspoon · Thomas Anthony · Lars Buesing · Petar Veličković · Theophane Weber
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Workshop
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COMBO: Conservative Offline Model-Based Policy Optimization
Tianhe Yu · Aviral Kumar · Aravind Rajeswaran · Rafael Rafailov · Sergey Levine · Chelsea Finn
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Poster
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Wed 1:00
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Deployment-Efficient Reinforcement Learning via Model-Based Offline Optimization
Tatsuya Matsushima · Hiroki Furuta · Yutaka Matsuo · Ofir Nachum · Shixiang Gu
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Workshop
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Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method
Zuxin Liu
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Poster
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Mon 17:00
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Offline Model-Based Optimization via Normalized Maximum Likelihood Estimation
Justin Fu · Sergey Levine
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Poster
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Thu 1:00
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Contrastive Divergence Learning is a Time Reversal Adversarial Game
Omer Yair · Tomer Michaeli
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Spotlight
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Mon 5:45
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Contrastive Divergence Learning is a Time Reversal Adversarial Game
Omer Yair · Tomer Michaeli
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Poster
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Wed 17:00
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Control-Aware Representations for Model-based Reinforcement Learning
Brandon Cui · Yinlam Chow · Mohammad Ghavamzadeh
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Spotlight
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Mon 12:55
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Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images
Rewon Child
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Poster
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Mon 17:00
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Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images
Rewon Child
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Poster
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Thu 9:00
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Model-Based Offline Planning
Arthur Argenson · Gabriel Dulac-Arnold
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