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Poster
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Wed 14:00
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Meta-Reinforcement Learning of Structured Exploration Strategies
Abhishek Gupta · Russell Mendonca · YuXuan Liu · Pieter Abbeel · Sergey Levine
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Poster
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Tue 7:45
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The Importance of Sampling inMeta-Reinforcement Learning
Bradly Stadie · Ge Yang · Rein Houthooft · Peter Chen · Yan Duan · Yuhuai Wu · Pieter Abbeel · Ilya Sutskever
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Poster
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Wed 7:45
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Is Q-Learning Provably Efficient?
Chi Jin · Zeyuan Allen-Zhu · Sebastien Bubeck · Michael Jordan
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Poster
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Thu 14:00
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Non-delusional Q-learning and value-iteration
Tyler Lu · Dale Schuurmans · Craig Boutilier
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Workshop
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Sat 9:00
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From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following
Justin Fu
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Workshop
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Sat 6:30
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Inference and control of rules in human hierarchical reinforcement learning (Anne Collins)
Anne Collins
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Poster
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Wed 14:00
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Q-learning with Nearest Neighbors
Devavrat Shah · Qiaomin Xie
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Workshop
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Sat 8:30
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Iroko: A Framework to Prototype Reinforcement Learning for Data Center Traffic Control
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Workshop
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Sat 13:10
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Flow: Open Source Reinforcement Learning for Traffic Control
Nishant Kheterpal
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Invited Talk
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Wed 5:30
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Reproducible, Reusable, and Robust Reinforcement Learning
Joelle Pineau
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Workshop
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Sat 13:10
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Hierarchical reinforcement learning for composite-task dialogues
Lihong Li
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Workshop
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Sat 6:20
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Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning
Prithviraj Ammanabrolu
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