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119 Results
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Spotlight
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Tue 6:40 |
Bayesian Deep Learning via Subnetwork Inference Erik Daxberger · Eric Nalisnick · James Allingham · Javier Antorán · Jose Miguel Hernandez-Lobato |
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Poster
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Tue 21:00 |
MURAL: Meta-Learning Uncertainty-Aware Rewards for Outcome-Driven Reinforcement Learning Kevin Li · Abhishek Gupta · Ashwin D Reddy · Vitchyr Pong · Aurick Zhou · Justin Yu · Sergey Levine |
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Spotlight
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Tue 5:30 |
Muesli: Combining Improvements in Policy Optimization Matteo Hessel · Ivo Danihelka · Fabio Viola · Arthur Guez · Simon Schmitt · Laurent Sifre · Theophane Weber · David Silver · Hado van Hasselt |
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Spotlight
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Tue 18:35 |
Towards Better Laplacian Representation in Reinforcement Learning with Generalized Graph Drawing Kaixin Wang · Kuangqi Zhou · Qixin Zhang · Jie Shao · Bryan Hooi · Jiashi Feng |
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Poster
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Tue 21:00 |
Reinforcement Learning of Implicit and Explicit Control Flow Instructions Ethan Brooks · Janarthanan Rajendran · Richard Lewis · Satinder Singh |
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Poster
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Tue 21:00 |
Policy Information Capacity: Information-Theoretic Measure for Task Complexity in Deep Reinforcement Learning Hiroki Furuta · Tatsuya Matsushima · Tadashi Kozuno · Yutaka Matsuo · Sergey Levine · Ofir Nachum · Shixiang Gu |
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Poster
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Tue 9:00 |
Muesli: Combining Improvements in Policy Optimization Matteo Hessel · Ivo Danihelka · Fabio Viola · Arthur Guez · Simon Schmitt · Laurent Sifre · Theophane Weber · David Silver · Hado van Hasselt |
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Poster
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Tue 21:00 |
Towards Better Laplacian Representation in Reinforcement Learning with Generalized Graph Drawing Kaixin Wang · Kuangqi Zhou · Qixin Zhang · Jie Shao · Bryan Hooi · Jiashi Feng |
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Poster
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Tue 9:00 |
Bayesian Deep Learning via Subnetwork Inference Erik Daxberger · Eric Nalisnick · James Allingham · Javier Antorán · Jose Miguel Hernandez-Lobato |
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Spotlight
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Tue 19:30 |
DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning Daochen Zha · Jingru Xie · Wenye Ma · Sheng Zhang · Xiangru Lian · Xia Hu · Ji Liu |
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Spotlight
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Tue 19:20 |
On Proximal Policy Optimization's Heavy-tailed Gradients Saurabh Garg · Joshua Zhanson · Emilio Parisotto · Adarsh Prasad · Zico Kolter · Zachary Lipton · Sivaraman Balakrishnan · Ruslan Salakhutdinov · Pradeep Ravikumar |
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Poster
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Tue 21:00 |
DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning Daochen Zha · Jingru Xie · Wenye Ma · Sheng Zhang · Xiangru Lian · Xia Hu · Ji Liu |