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152 Results
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Poster
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Tue 1:00 |
Risk-Averse Offline Reinforcement Learning Núria Armengol Urpí · Sebastian Curi · Andreas Krause |
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Poster
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Tue 17:00 |
Implicit Under-Parameterization Inhibits Data-Efficient Deep Reinforcement Learning Aviral Kumar · Rishabh Agarwal · Dibya Ghosh · Sergey Levine |
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Poster
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Wed 1:00 |
FOCAL: Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization Lanqing Li · Rui Yang · Dijun Luo |
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Spotlight
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Thu 19:35 |
What are the Statistical Limits of Offline RL with Linear Function Approximation? Ruosong Wang · Dean Foster · Sham M Kakade |
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Poster
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Mon 17:00 |
What are the Statistical Limits of Offline RL with Linear Function Approximation? Ruosong Wang · Dean Foster · Sham M Kakade |
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Poster
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Tue 17:00 |
The Importance of Pessimism in Fixed-Dataset Policy Optimization Jacob Buckman · Carles Gelada · Marc G Bellemare |
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Workshop
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PsiPhi-Learning: Reinforcement Learning with Demonstrations using Successor Features and Inverse TD Learning Angelos Filos · Clare Lyle · Yarin Gal · Sergey Levine · Natasha Jaques · Gregory Farquhar |
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Poster
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Mon 1:00 |
Randomized Ensembled Double Q-Learning: Learning Fast Without a Model Xinyue Chen · Che Wang · Zijian Zhou · Keith Ross |
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Poster
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Mon 1:00 |
QPLEX: Duplex Dueling Multi-Agent Q-Learning Jianhao Wang · Zhizhou Ren · Terry Liu · Yang Yu · Chongjie Zhang |
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Poster
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Tue 9:00 |
C-Learning: Horizon-Aware Cumulative Accessibility Estimation Panteha Naderian · Gabriel Loaiza-Ganem · Harry Braviner · Anthony Caterini · Jesse C Cresswell · Tong Li · Animesh Garg |
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Workshop
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Towards Reinforcement Learning in the Continuing Setting Abhishek Naik · Zaheer Abbas · Adam White · Richard Sutton |
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Poster
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Thu 9:00 |
C-Learning: Learning to Achieve Goals via Recursive Classification Benjamin Eysenbach · Ruslan Salakhutdinov · Sergey Levine |