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27 Results
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Poster
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Wed 14:00 |
A Lyapunov-based Approach to Safe Reinforcement Learning Yinlam Chow · Ofir Nachum · Edgar Duenez-Guzman · Mohammad Ghavamzadeh |
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Poster
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Thu 14:00 |
Adaptive Learning with Unknown Information Flows Yonatan Gur · Ahmadreza Momeni |
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Poster
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Wed 14:00 |
REFUEL: Exploring Sparse Features in Deep Reinforcement Learning for Fast Disease Diagnosis Yu-Shao Peng · Kai-Fu Tang · Hsuan-Tien Lin · Edward Chang |
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Poster
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Thu 14:00 |
Community Exploration: From Offline Optimization to Online Learning Xiaowei Chen · Weiran Huang · Wei Chen · John C. S. Lui |
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Poster
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Wed 14:00 |
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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Wed 7:45 |
Near-Optimal Time and Sample Complexities for Solving Markov Decision Processes with a Generative Model Aaron Sidford · Mengdi Wang · Xian Wu · Lin Yang · Yinyu Ye |
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Poster
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Wed 14:00 |
Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents Edoardo Conti · Vashisht Madhavan · Felipe Petroski Such · Joel Lehman · Kenneth Stanley · Jeff Clune |
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Poster
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Wed 7:45 |
Is Q-Learning Provably Efficient? Chi Jin · Zeyuan Allen-Zhu · Sebastien Bubeck · Michael Jordan |
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Poster
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Wed 14:00 |
Context-dependent upper-confidence bounds for directed exploration Raksha Kumaraswamy · Matthew Schlegel · Adam White · Martha White |
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Poster
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Wed 14:00 |
Maximum Causal Tsallis Entropy Imitation Learning Kyungjae Lee · Sungjoon Choi · Songhwai Oh |
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Poster
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Wed 14:00 |
Scalable Coordinated Exploration in Concurrent Reinforcement Learning Maria Dimakopoulou · Ian Osband · Benjamin Van Roy |
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Poster
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Wed 14:00 |
Playing hard exploration games by watching YouTube Yusuf Aytar · Tobias Pfaff · David Budden · Thomas Paine · Ziyu Wang · Nando de Freitas |