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135 Results
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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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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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Fri 11:00 |
Policy-shaped prediction: avoiding distractions in model-based reinforcement learning Miles Hutson · Isaac Kauvar · Nick Haber |
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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 |
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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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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Oral
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Wed 15:30 |
RL-GPT: Integrating Reinforcement Learning and Code-as-policy Shaoteng Liu · Haoqi Yuan · Minda Hu · Yanwei Li · Yukang Chen · Shu Liu · Zongqing Lu · Jiaya Jia |
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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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A Study of Plasticity Loss in On-Policy Deep Reinforcement Learning Arthur Juliani · Jordan Ash |
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Poster
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Wed 11:00 |
Entropy-regularized Diffusion Policy with Q-Ensembles for Offline Reinforcement Learning Ruoqi Zhang · Ziwei Luo · Jens Sjölund · Thomas Schön · Per Mattsson |
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Poster
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Wed 11:00 |
Efficient Contextual LLM Cascades through Budget-Constrained Policy Learning Xuechen Zhang · Zijian Huang · Ege Onur Taga · Carlee Joe-Wong · Samet Oymak · Jiasi Chen |