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21 Results
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Spotlight
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Wed 10:25 |
Cascaded Gaps: Towards Logarithmic Regret for Risk-Sensitive Reinforcement Learning Yingjie Fei · Ruitu Xu |
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Poster
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Wed 15:30 |
Cascaded Gaps: Towards Logarithmic Regret for Risk-Sensitive Reinforcement Learning Yingjie Fei · Ruitu Xu |
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Workshop
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RiskyZoo: A Library for Risk-Sensitive Supervised Learning William Wong · Audrey Huang · Liu Leqi · Kamyar Azizzadenesheli · Zachary Lipton |
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Poster
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Tue 15:30 |
Distributional Hamilton-Jacobi-Bellman Equations for Continuous-Time Reinforcement Learning Harley Wiltzer · David Meger · Marc Bellemare |
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Spotlight
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Tue 7:40 |
Distributional Hamilton-Jacobi-Bellman Equations for Continuous-Time Reinforcement Learning Harley Wiltzer · David Meger · Marc Bellemare |
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Spotlight
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Tue 11:35 |
Lyapunov Density Models: Constraining Distribution Shift in Learning-Based Control Katie Kang · Paula Gradu · Jason Choi · Michael Janner · Claire Tomlin · Sergey Levine |
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Poster
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Tue 15:30 |
Lyapunov Density Models: Constraining Distribution Shift in Learning-Based Control Katie Kang · Paula Gradu · Jason Choi · Michael Janner · Claire Tomlin · Sergey Levine |
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Poster
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Wed 15:30 |
The Geometry of Robust Value Functions Kaixin Wang · Navdeep Kumar · Kuangqi Zhou · Bryan Hooi · Jiashi Feng · Shie Mannor |
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Spotlight
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Wed 11:30 |
The Geometry of Robust Value Functions Kaixin Wang · Navdeep Kumar · Kuangqi Zhou · Bryan Hooi · Jiashi Feng · Shie Mannor |
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Poster
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Thu 15:00 |
Robust Policy Learning over Multiple Uncertainty Sets Annie Xie · Shagun Sodhani · Chelsea Finn · Joelle Pineau · Amy Zhang |
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Spotlight
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Thu 10:50 |
Doubly Robust Distributionally Robust Off-Policy Evaluation and Learning Nathan Kallus · Xiaojie Mao · Kaiwen Wang · Zhengyuan Zhou |
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Poster
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Thu 15:00 |
Doubly Robust Distributionally Robust Off-Policy Evaluation and Learning Nathan Kallus · Xiaojie Mao · Kaiwen Wang · Zhengyuan Zhou |