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12 Results
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Poster
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Thu 13:30 |
MetaDiffuser: Diffusion Model as Conditional Planner for Offline Meta-RL Fei Ni · Jianye Hao · Yao Mu · Yifu Yuan · Yan Zheng · Bin Wang · Zhixuan Liang |
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Workshop
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Look Beneath the Surface: Exploiting Fundamental Symmetry for Sample-Efficient Offline RL PENG CHENG · Xianyuan Zhan · Zhihao Wu · Wenjia Zhang · Youfang Lin · Shou cheng Song · Han Wang |
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Poster
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Thu 16:30 |
What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL? Rui Yang · Yong LIN · Xiaoteng Ma · Hao Hu · Chongjie Zhang · Tong Zhang |
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Workshop
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Decision Stacks: Flexible Reinforcement Learning via Modular Generative Models Siyan Zhao · Aditya Grover |
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Workshop
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Decision Stacks: Flexible Reinforcement Learning via Modular Generative Models Siyan Zhao · Aditya Grover |
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Workshop
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Budgeting Counterfactual for Offline RL Yao Liu · Pratik Chaudhari · Rasool Fakoor |
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Workshop
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Offline Goal-Conditioned RL with Latent States as Actions Seohong Park · Dibya Ghosh · Benjamin Eysenbach · Sergey Levine |
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Poster
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Wed 14:00 |
On the Effectiveness of Offline RL for Dialogue Response Generation Paloma Sodhi · Felix Wu · Ethan Elenberg · Kilian Weinberger · Ryan Mcdonald |
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Workshop
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Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning Mitsuhiko Nakamoto · Yuexiang Zhai · Anikait Singh · Max Sobol Mark · Yi Ma · Chelsea Finn · Aviral Kumar · Sergey Levine |
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Poster
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Tue 17:00 |
Revisiting the Linear-Programming Framework for Offline RL with General Function Approximation Asuman Ozdaglar · Sarath Pattathil · Jiawei Zhang · Kaiqing Zhang |
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Poster
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Wed 14:00 |
Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL Taku Yamagata · Ahmed Khalil · Raul Santos-Rodriguez |
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Poster
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Tue 17:00 |
Principled Offline RL in the Presence of Rich Exogenous Information Riashat Islam · Manan Tomar · Alex Lamb · Yonathan Efroni · Hongyu Zang · Aniket Didolkar · Dipendra Misra · Xin Li · Harm Seijen · Remi Tachet des Combes · John Langford |