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607 Results
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Spotlight
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Wed 17:30 |
Sample Efficient Reinforcement Learning In Continuous State Spaces: A Perspective Beyond Linearity Dhruv Malik · Aldo Pacchiano · Vishwak Srinivasan · Yuanzhi Li |
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Poster
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Wed 21:00 |
A Sharp Analysis of Model-based Reinforcement Learning with Self-Play Qinghua Liu · Tiancheng Yu · Yu Bai · Chi Jin |
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Spotlight
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Wed 18:30 |
Randomized Exploration in Reinforcement Learning with General Value Function Approximation Haque Ishfaq · Qiwen Cui · Viet Nguyen · Alex Ayoub · Zhuoran Yang · Zhaoran Wang · Doina Precup · Lin Yang |
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Spotlight
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Thu 6:35 |
Quantum algorithms for reinforcement learning with a generative model Daochen Wang · Aarthi Sundaram · Robin Kothari · Ashish Kapoor · Martin Roetteler |
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Workshop
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Reinforcement Learning in Linear MDPs: Constant Regret and Representation Selection Matteo Papini · Andrea Tirinzoni · Aldo Pacchiano · Marcello Restelli · Alessandro Lazaric · Matteo Pirotta |
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Spotlight
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Thu 17:40 |
Exploration in Approximate Hyper-State Space for Meta Reinforcement Learning Luisa Zintgraf · Leo Feng · Cong Lu · Maximilian Igl · Kristian Hartikainen · Katja Hofmann · Shimon Whiteson |
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Poster
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Wed 21:00 |
Sample Efficient Reinforcement Learning In Continuous State Spaces: A Perspective Beyond Linearity Dhruv Malik · Aldo Pacchiano · Vishwak Srinivasan · Yuanzhi Li |
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Affinity Workshop
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Mon 10:45 |
Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via Online High-Confidence Change-Point Detection Lucas N. Alegre · Ana Lucia Cetertich Bazzan · Bruno C. da Silva |
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Workshop
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OffWorld Gym: Open-Access Physical Robotics Environment for Real-World Reinforcement Learning Benchmark and Research Ashish Kumar · Toby Buckley · John Lanier · Qiaozhi Wang · Alicia Kavelaars · Ilya Kuzovkin |
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Workshop
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Revisiting Design Choices in Offline Model Based Reinforcement Learning Cong Lu · Philip Ball · Jack Parker-Holder · Michael A Osborne · Stephen Roberts |
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Workshop
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Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation Evgenii Nikishin · Romina Abachi · Rishabh Agarwal · Pierre-Luc Bacon |
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Poster
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Wed 21:00 |
Randomized Exploration in Reinforcement Learning with General Value Function Approximation Haque Ishfaq · Qiwen Cui · Viet Nguyen · Alex Ayoub · Zhuoran Yang · Zhaoran Wang · Doina Precup · Lin Yang |