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Xinning Zhou

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Reward Informed Dreamer for Task Generalization in Reinforcement Learning

Mar 09, 2023
Chengyang Ying, Zhongkai Hao, Xinning Zhou, Hang Su, Songming Liu, Jialian Li, Dong Yan, Jun Zhu

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On the Reuse Bias in Off-Policy Reinforcement Learning

Sep 15, 2022
Chengyang Ying, Zhongkai Hao, Xinning Zhou, Hang Su, Dong Yan, Jun Zhu

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Consistent Attack: Universal Adversarial Perturbation on Embodied Vision Navigation

Jun 12, 2022
You Qiaoben, Chengyang Ying, Xinning Zhou, Hang Su, Jun Zhu, Bo Zhang

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Towards Safe Reinforcement Learning via Constraining Conditional Value-at-Risk

Jun 09, 2022
Chengyang Ying, Xinning Zhou, Hang Su, Dong Yan, Ning Chen, Jun Zhu

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Understanding Adversarial Attacks on Observations in Deep Reinforcement Learning

Jun 30, 2021
You Qiaoben, Chengyang Ying, Xinning Zhou, Hang Su, Jun Zhu, Bo Zhang

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