Paper

  • Offline Goal-Conditioned Reinforcement Learning Via f-Advantage Regression

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Offline Goal-Conditioned Reinforcement Learning Via f-Advantage Regression

    Jason Yecheng Ma, Jason Yan, Dinesh Jayaraman, Osbert Bastani p310-323 from Advances in Neural Information Processing Systems 35
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  • Offline Imitation Learning with Variational Counterfactual Reasoning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Offline Imitation Learning with Variational Counterfactual Reasoning

    Zexu Sun, Bowei He, Jinxin Liu, Xu Chen, Chen Ma, Shuai Zhang p43729-43741 from Advances in Neural Information Processing Systems 36
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  • Offline Minimax Soft-Q-learning Under Realizability and Partial Coverage

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Offline Minimax Soft-Q-learning Under Realizability and Partial Coverage

    Masatoshi Uehara, Nathan Kallus, Jason Lee, Wen Sun p12797-12809 from Advances in Neural Information Processing Systems 36
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  • Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization

    Xiangsen Wang, Haoran Xu, Yinan Zheng, Xianyuan Zhan p52413-52429 from Advances in Neural Information Processing Systems 36
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  • Offline Multi-Agent Reinforcement Learning with Knowledge Distillation

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Offline Multi-Agent Reinforcement Learning with Knowledge Distillation

    Wei-Cheng Tseng, Tsun-Hsuan Johnson Wang, Yen-Chen Lin, Phillip Isola p226-237 from Advances in Neural Information Processing Systems 35
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  • Offline Multitask Representation Learning for Reinforcement Learning

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Offline Multitask Representation Learning for Reinforcement Learning

    Haque Ishfaq, Thanh Nguyen-Tang, Songtao Feng, Raman Arora, Mengdi Wang, Ming Yin, Doina Precup p70557-70616 from Advances in Neural Information Processing Systems 37
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  • Offline Oracle-Efficient Learning for Contextual MDPs via Layerwise Exploration-Exploitation Tradeoff

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Offline Oracle-Efficient Learning for Contextual MDPs via Layerwise Exploration-Exploitation Tradeoff

    Jian Qian, Haichen Hu, David Simchi-Levi p133743-133775 from Advances in Neural Information Processing Systems 37
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  • Offline Reinforcement Learning for Mixture-of-Expert Dialogue Management

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Offline Reinforcement Learning for Mixture-of-Expert Dialogue Management

    Dhawal Gupta, Yinlam Chow, Azamat Tulepbergenov, Mohammad Ghavamzadeh, Craig Boutilier p5912-5935 from Advances in Neural Information Processing Systems 36
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  • Offline Reinforcement Learning with Differential Privacy

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Offline Reinforcement Learning with Differential Privacy

    Dan Qiao, Yu-Xiang Wang p61395-61436 from Advances in Neural Information Processing Systems 36
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  • Offline Reinforcement Learning with OOD State Correction and OOD Action Suppression

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Offline Reinforcement Learning with OOD State Correction and OOD Action Suppression

    Yixiu Mao, Qi Wang, Chen Chen, Yun Qu, Xiangyang Ji p93568-93601 from Advances in Neural Information Processing Systems 37
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  • Offline RL with Discrete Proxy Representations for Generalizability in POMDPs

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    Offline RL with Discrete Proxy Representations for Generalizability in POMDPs

    Pengjie Gu, Xinyu Cai, Dong Xing, Xinrun Wang, Mengchen Zhao, Bo An p65428-65440 from Advances in Neural Information Processing Systems 36
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  • OGC: Unsupervised 3D Object Segmentation from Rigid Dynamics of Point Clouds

    Neural Information Processing Systems Foundation, Inc. (NeurIPS)

    OGC: Unsupervised 3D Object Segmentation from Rigid Dynamics of Point Clouds

    Ziyang Song, Bo Yang p30798-30812 from Advances in Neural Information Processing Systems 35
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