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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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Wed 15:00
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Counterfactual-Augmented Importance Sampling for Semi-Offline Policy Evaluation
Shengpu Tang · Jenna Wiens
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Workshop
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Reward-Relevance-Filtered Linear Offline Reinforcement Learning
Angela Zhou
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Poster
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Wed 8:45
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Goal-Conditioned Predictive Coding for Offline Reinforcement Learning
Zilai Zeng · Ce Zhang · Shijie Wang · Chen Sun
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Workshop
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Iteratively Refined Behavior Regularization for Offline Reinforcement Learning
Xiaohan Hu · Yi Ma · Chenjun Xiao · YAN ZHENG · Jianye Hao
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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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Tue 8:45
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Accountability in Offline Reinforcement Learning: Explaining Decisions with a Corpus of Examples
Hao Sun · Alihan Hüyük · Daniel Jarrett · Mihaela van der Schaar
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Poster
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Tue 8:45
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Provably Efficient Offline Reinforcement Learning in Regular Decision Processes
Roberto Cipollone · Anders Jonsson · Alessandro Ronca · Mohammad Sadegh Talebi
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Workshop
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Robotic Offline RL from Internet Videos via Value-Function Pre-Training
Chethan Bhateja · Derek Guo · Dibya Ghosh · Anikait Singh · Manan Tomar · Quan Vuong · Yevgen Chebotar · Sergey Levine · Aviral Kumar
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Workshop
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Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning
Ruizhe Shi · Yuyao Liu · Yanjie Ze · Simon Du · Huazhe Xu
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Workshop
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Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning
Ruizhe Shi · Yuyao Liu · Yanjie Ze · Simon Du · Huazhe Xu
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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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