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207 Results
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Poster
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Wed 17:00 |
Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards Alexander Trott · Stephan Zheng · Caiming Xiong · Richard Socher |
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Poster
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Wed 17:00 |
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 17:00 |
Pure Exploration with Multiple Correct Answers Rémy Degenne · Wouter Koolen |
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Poster
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Thu 10:45 |
Stochastic Bandits with Context Distributions Johannes Kirschner · Andreas Krause |
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Poster
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Tue 10:45 |
Provably Efficient Q-Learning with Low Switching Cost Yu Bai · Tengyang Xie · Nan Jiang · Yu-Xiang Wang |
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Poster
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Tue 17:30 |
Explicit Explore-Exploit Algorithms in Continuous State Spaces Mikael Henaff |
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Poster
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Tue 17:30 |
Sample-Efficient Deep Reinforcement Learning via Episodic Backward Update Suyoung Lee · Sungik Choi · Sae-Young Chung |
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Poster
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Wed 10:45 |
Language as an Abstraction for Hierarchical Deep Reinforcement Learning YiDing Jiang · Shixiang (Shane) Gu · Kevin Murphy · Chelsea Finn |
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Poster
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Tue 10:45 |
Safe Exploration for Interactive Machine Learning Matteo Turchetta · Felix Berkenkamp · Andreas Krause |
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Poster
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Tue 17:30 |
Worst-Case Regret Bounds for Exploration via Randomized Value Functions Daniel Russo |
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Poster
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Wed 17:00 |
Meta-Inverse Reinforcement Learning with Probabilistic Context Variables Lantao Yu · Tianhe Yu · Chelsea Finn · Stefano Ermon |
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Poster
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Wed 10:45 |
SMILe: Scalable Meta Inverse Reinforcement Learning through Context-Conditional Policies Kamyar Ghasemipour · Shixiang (Shane) Gu · Richard Zemel |