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Poster
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Wed 8:45
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Importance-aware Co-teaching for Offline Model-based Optimization
Ye Yuan · Can (Sam) Chen · Zixuan Liu · Willie Neiswanger · Xue (Steve) Liu
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Workshop
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Zero-shot Cross-task Preference Alignment for Offline RL via Optimal Transport
Runze Liu · Yali Du · Fengshuo Bai · Jiafei Lyu · Xiu Li
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Workshop
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Sat 7:30
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[Paper-Oral 1] Query-Dependent Prompt Evaluation and Optimization with Offline Inverse RL
Hao Sun · Alihan Hüyük · Mihaela van der Schaar
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Poster
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Tue 8:45
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Percentile Criterion Optimization in Offline Reinforcement Learning
Cyrus Cousins · Elita Lobo · Marek Petrik · Yair Zick
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Poster
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Tue 15:15
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Importance Weighted Actor-Critic for Optimal Conservative Offline Reinforcement Learning
Hanlin Zhu · Paria Rashidinejad · Jiantao Jiao
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Poster
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Thu 15:00
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Parallel-mentoring for Offline Model-based Optimization
Can (Sam) Chen · Christopher Beckham · Zixuan Liu · Xue (Steve) Liu · Chris Pal
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Poster
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Wed 15:00
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Approximate Heavy Tails in Offline (Multi-Pass) Stochastic Gradient Descent
Kruno Lehman · Alain Durmus · Umut Simsekli
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Poster
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Wed 8:45
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Bi-Level Offline Policy Optimization with Limited Exploration
Wenzhuo Zhou
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Poster
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Thu 8:45
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VOCE: Variational Optimization with Conservative Estimation for Offline Safe Reinforcement Learning
Jiayi Guan · Guang Chen · Jiaming Ji · Long Yang · ao zhou · Zhijun Li · changjun jiang
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Poster
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Wed 15:00
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Constrained Policy Optimization with Explicit Behavior Density For Offline Reinforcement Learning
Jing Zhang · Chi Zhang · Wenjia Wang · Bingyi Jing
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Poster
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Thu 8:45
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Design from Policies: Conservative Test-Time Adaptation for Offline Policy Optimization
Jinxin Liu · Hongyin Zhang · Zifeng Zhuang · Yachen Kang · Donglin Wang · Bin Wang
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Workshop
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Latent Conservative Objective Models for Data-Driven Crystal Structure Prediction
Han Qi · Stefano Rando · XINYANG GENG · Iku Ohama · Aviral Kumar · Sergey Levine
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