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13 Results
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Poster
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Efficient Recurrent Off-Policy RL Requires a Context-Encoder-Specific Learning Rate Fan-Ming Luo · Zuolin Tu · Zefang Huang · Yang Yu |
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Workshop
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Faster, More Efficient RLHF through Off-Policy Asynchronous Learning Michael Noukhovitch · Shengyi Huang · Sophie Xhonneux · Arian Hosseini · Rishabh Agarwal · Aaron Courville |
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Poster
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Wed 16:30 |
Efficient and Sharp Off-Policy Evaluation in Robust Markov Decision Processes Andrew Bennett · Nathan Kallus · Miruna Oprescu · Wen Sun · Kaiwen Wang |
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Poster
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Thu 11:00 |
On the Curses of Future and History in Future-dependent Value Functions for Off-policy Evaluation Yuheng Zhang · Nan Jiang |
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Poster
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Fri 11:00 |
RL in Latent MDPs is Tractable: Online Guarantees via Off-Policy Evaluation Jeongyeol Kwon · Shie Mannor · Constantine Caramanis · Yonathan Efroni |
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Poster
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Fri 16:30 |
Improved off-policy training of diffusion samplers Marcin Sendera · Minsu Kim · Sarthak Mittal · Pablo Lemos · Luca Scimeca · Jarrid Rector-Brooks · Alexandre Adam · Yoshua Bengio · Nikolay Malkin |
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Poster
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Wed 16:30 |
Off-policy estimation with adaptively collected data: the power of online learning Jeonghwan Lee · Cong Ma |
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Poster
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Two-way Deconfounder for Off-policy Evaluation in Causal Reinforcement Learning Shuguang Yu · Shuxing Fang · Ruixin Peng · Zhengling Qi · Fan Zhou · Chengchun Shi |
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Workshop
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Improved Off-policy Reinforcement Learning in Biological Sequence Design Hyeonah Kim · Minsu Kim · Taeyoung Yun · Sanghyeok Choi · Emmanuel Bengio · Alex Hernandez-Garcia · Jinkyoo Park |
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Poster
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Thu 16:30 |
Abstract Reward Processes: Leveraging State Abstraction for Consistent Off-Policy Evaluation Shreyas Chaudhari · Ameet Deshpande · Bruno C. da Silva · Philip Thomas |
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Poster
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Wed 16:30 |
Off-Policy Selection for Initiating Human-Centric Experimental Design Ge Gao · Xi Yang · Qitong Gao · Song Ju · Miroslav Pajic · Min Chi |
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Poster
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Fri 11:00 |
Logarithmic Smoothing for Pessimistic Off-Policy Evaluation, Selection and Learning Otmane Sakhi · Imad Aouali · Pierre Alquier · Nicolas Chopin |