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14 Results
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Poster
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Wed 14:30 |
InfoBot: Transfer and Exploration via the Information Bottleneck Anirudh Goyal · Riashat Islam · DJ Strouse · Zafarali Ahmed · Hugo Larochelle · Matthew Botvinick · Sergey Levine · Yoshua Bengio |
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Poster
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Wed 9:00 |
Exploration by random network distillation Yuri Burda · Harrison Edwards · Amos Storkey · Oleg Klimov |
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Poster
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Thu 9:00 |
No Training Required: Exploring Random Encoders for Sentence Classification John Wieting · Douwe Kiela |
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Poster
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Wed 9:00 |
Information-Directed Exploration for Deep Reinforcement Learning Nikolay Nikolov · Johannes Kirschner · Felix Berkenkamp · Andreas Krause |
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Poster
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Wed 9:00 |
Large-Scale Study of Curiosity-Driven Learning Yuri Burda · Harrison Edwards · Deepak Pathak · Amos Storkey · Trevor Darrell · Alexei Efros |
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Poster
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Wed 9:00 |
Plan Online, Learn Offline: Efficient Learning and Exploration via Model-Based Control Kendall Lowrey · Aravind Rajeswaran · Sham M Kakade · Emanuel Todorov · Igor Mordatch |
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Poster
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Wed 9:00 |
Episodic Curiosity through Reachability Nikolay Savinov · Anton Raichuk · Damien Vincent · Raphaël Marinier · Marc Pollefeys · Timothy Lillicrap · Sylvain Gelly |
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Poster
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Wed 9:00 |
NADPEx: An on-policy temporally consistent exploration method for deep reinforcement learning Sirui Xie · Junning Huang · Lanxin Lei · Chunxiao Liu · Zheng Ma · Wei Zhang · Liang Lin |
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Poster
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Wed 9:00 |
Contingency-Aware Exploration in Reinforcement Learning Jongwook Choi · Yijie Guo · Marcin Moczulski · Junhyuk Oh · Neal Wu · Mohammad Norouzi · Honglak Lee |
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Workshop
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Mon 13:50 |
Priors for exploration and robustness Benjamin Eysenbach · Lisa Lee · Jacob Tyo |
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Workshop
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Mon 9:50 |
Improving Jobseeker-Employer Match Models at Indeed Through Process, Visualization, and Exploration Benjamin Link |
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Workshop
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Mon 10:20 |
Panel: Exploring overlaps and interactions between AI safety research areas Cynthia Rudin · Catherine Olsson · Himabindu Lakkaraju · Dylan Hadfield-Menell · Silvia Chiappa |