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Spotlight
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Tue 17:15
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Tight Regret Bounds for Model-Based Reinforcement Learning with Greedy Policies
Yonathan Efroni · Nadav Merlis · Mohammad Ghavamzadeh · Shie Mannor
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Poster
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Wed 17:00
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Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation
Risto Vuorio · Shao-Hua Sun · Hexiang Hu · Joseph Lim
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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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Wed 16:10
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Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation
Risto Vuorio · Shao-Hua Sun · Hexiang Hu · Joseph Lim
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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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Tue 17:30
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Tight Regret Bounds for Model-Based Reinforcement Learning with Greedy Policies
Yonathan Efroni · Nadav Merlis · Mohammad Ghavamzadeh · Shie Mannor
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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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Workshop
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Fri 15:00
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The model-to-data paradigm: overcoming data access barriers in biomedical competitions
Justin Guinney
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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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Poster
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Tue 17:30
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When to use parametric models in reinforcement learning?
Hado van Hasselt · Matteo Hessel · John Aslanides
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Demonstration
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Tue 17:30
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NNgen: A Model-Specific Hardware Synthesis Compiler for Deep Neural Network
Shinya Takamaeda-Yamazaki · Shinya Fujisawa · Shuichi Fujisaki
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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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