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Workshop
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Sat 8:10
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Unsupervised State Embedding and Aggregation towards Scalable Reinforcement Learning
Mengdi Wang
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Workshop
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Fri 15:00
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Contributed Talk: LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games
Leonard Adolphs
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Poster
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Wed 17:00
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Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition
Satoshi Tsutsui · Yanwei Fu · David Crandall
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Poster
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Wed 17:00
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Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards
Alexander Trott · Stephan Zheng · Caiming Xiong · Richard Socher
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Workshop
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Sat 11:25
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Contributed talk 4: Hierarchical Reinforcement Learning for Open-Domain Dialog
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Poster
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Tue 17:30
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On the Correctness and Sample Complexity of Inverse Reinforcement Learning
Abi Komanduru · Jean Honorio
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Workshop
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Sat 10:30
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The Provable Effectiveness of Policy Gradient Methods in Reinforcement Learning
Sham Kakade
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Workshop
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Sat 14:00
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Overview of the Live Reinforcement Learning Malaria Challenge
Sekou Remy
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Spotlight
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Tue 17:10
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Robust exploration in linear quadratic reinforcement learning
Jack Umenberger · Mina Ferizbegovic · Thomas Schön · Håkan Hjalmarsson
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Workshop
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Sat 17:30
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Mixed Autonomy Traffic: A Reinforcement Learning Perspective
Cathy Wu
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Spotlight
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Wed 10:30
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Unsupervised Curricula for Visual Meta-Reinforcement Learning
Allan Jabri · Kyle Hsu · Abhishek Gupta · Benjamin Eysenbach · Sergey Levine · Chelsea Finn
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Poster
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Wed 10:45
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Language as an Abstraction for Hierarchical Deep Reinforcement Learning
YiDing Jiang · Shixiang (Shane) Gu · Kevin Murphy · Chelsea Finn
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