Understanding adversarial attacks on observations in deep reinforcement learning by Qiaoben, You, Ying, Chengyang, Zhou, Xinning, Su, Hang, Zhu, Jun, Zhang, Bo

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Consistent attack: Universal adversarial perturbation on embodied vision navigation by Ying, Chengyang, Qiaoben, You, Zhou, Xinning, Su, Hang, Ding, Wenbo, Ai, Jianyong

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Consistent Attack: Universal Adversarial Perturbation on Embodied Vision Navigation by Chengyang Ying, You Qiaoben, Zhou, Xinning, Su, Hang, Ding, Wenbo, Ai, Jianyong

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ManiBox: Enhancing Spatial Grasping Generalization via Scalable Simulation Data Generation by Tan, Hengkai, Xu, Xuezhou, Chengyang Ying, Mao, Xinyi, Liu, Songming, Zhang, Xingxing, Su, Hang, Zhu, Jun

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PEAC: Unsupervised Pre-training for Cross-Embodiment Reinforcement Learning by Chengyang Ying, Zhongkai Hao, Zhou, Xinning, Xu, Xuezhou, Su, Hang, Zhang, Xingxing, Zhu, Jun

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Offline Reinforcement Learning via High-Fidelity Generative Behavior Modeling by Chen, Huayu, Cheng, Lu, Chengyang Ying, Su, Hang, Zhu, Jun

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Fourier Controller Networks for Real-Time Decision-Making in Embodied Learning by Tan, Hengkai, Liu, Songming, Ma, Kai, Chengyang Ying, Zhang, Xingxing, Su, Hang, Zhu, Jun

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Task Aware Dreamer for Task Generalization in Reinforcement Learning by Chengyang Ying, Zhongkai Hao, Zhou, Xinning, Su, Hang, Liu, Songming, Dong, Yan, Zhu, Jun

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DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training by Zhongkai Hao, Chang, Su, Liu, Songming, Berner, Julius, Chengyang Ying, Su, Hang, Anandkumar, Anima, Song, Jian, Zhu, Jun

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A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs by Liu, Songming, Zhongkai Hao, Chengyang Ying, Su, Hang, Zhu, Jun, Cheng, Ze

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NUNO: A General Framework for Learning Parametric PDEs with Non-Uniform Data by Liu, Songming, Zhongkai Hao, Chengyang Ying, Su, Hang, Cheng, Ze, Zhu, Jun

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On the Reuse Bias in Off-Policy Reinforcement Learning by Chengyang Ying, Zhongkai Hao, Zhou, Xinning, Su, Hang, Dong, Yan, Zhu, Jun

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Bi-level Physics-Informed Neural Networks for PDE Constrained Optimization using Broyden's Hypergradients by Zhongkai Hao, Chengyang Ying, Su, Hang, Zhu, Jun, Song, Jian, Cheng, Ze

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Physics-Informed Machine Learning: A Survey on Problems, Methods and Applications by Zhongkai Hao, Liu, Songming, Zhang, Yichi, Chengyang Ying, Yao, Feng, Su, Hang, Zhu, Jun

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Understanding Adversarial Attacks on Observations in Deep Reinforcement Learning by You Qiaoben, Chengyang Ying, Zhou, Xinning, Su, Hang, Zhu, Jun, Zhang, Bo

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Towards Safe Reinforcement Learning via Constraining Conditional Value-at-Risk by Chengyang Ying, Zhou, Xinning, Su, Hang, Dong, Yan, Chen, Ning, Zhu, Jun

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GNOT: A General Neural Operator Transformer for Operator Learning by Zhongkai Hao, Wang, Zhengyi, Su, Hang, Chengyang Ying, Dong, Yinpeng, Liu, Songming, Cheng, Ze, Song, Jian, Zhu, Jun

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GSmooth: Certified Robustness against Semantic Transformations via Generalized Randomized Smoothing by Zhongkai Hao, Chengyang Ying, Dong, Yinpeng, Su, Hang, Zhu, Jun, Song, Jian

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The RoboDrive Challenge: Drive Anytime Anywhere in Any Condition by Kong, Lingdong, Xie, Shaoyuan, Hu, Hanjiang, Niu, Yaru, Wei Tsang Ooi, Cottereau, Benoit R, Lai Xing Ng, Ma, Yuexin, Zhang, Wenwei, Pan, Liang, Chen, Kai, Liu, Ziwei, Qiu, Weichao, Zhang, Wei, Cao, Xu, Lu, Hao, Ying-Cong, Chen, Kang, Caixin, Zhou, Xinning, Chengyang Ying, Shang, Wentao, Wei, Xingxing, Dong, Yinpeng, Yang, Bo, Jiang, Shengyin, Ma, Zeliang, Ji, Dengyi, Li, Haiwen, Huang, Xingliang, Tian, Yu, Kou, Genghua, Fan, Jia, Liu, Yingfei, Wang, Tiancai, Li, Ying, Xiaoshuai Hao, Yang, Yifan, Zhang, Hui, Mengchuan Wei, Zhou, Yi, Zhao, Haimei, Zhang, Jing, Li, Jinke, He, Xiao, Cheng, Xiaoqiang, Zhang, Bingyang, Zhao, Lirong, Ding, Dianlei, Liu, Fangsheng, Yan, Yixiang, Wang, Hongming, Ye, Nanfei, Luo, Lun, Tian, Yubo, Zuo, Yiwei, Cao, Zhe, Ren, Yi, Li, Yunfan, Liu, Wenjie, Wu, Xun, Mao, Yifan, Li, Ming, Liu, Jian, Liu, Jiayang, Qin, Zihan, Chu, Cunxi, Xu, Jialei, Zhao, Wenbo, Jiang, Junjun, Liu, Xianming, Wang, Ziyan, Li, Chiwei, Li, Shilong, Yuan, Chendong, Yang, Songyue, Liu, Wentao, Chen, Peng, Zhou, Bin, Wang, Yubo, Zhang, Chi, Sun, Jianhang, Chen, Hai, Yang, Xiao, Wang, Lizhong, Fu, Dongyi, Lin, Yongchun, Yang, Huitong, Li, Haoang, Luo, Yadan, Cheng, Xianjing, Xu, Yong

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Bridge damage location and quantification under the moving vehicle loads based on deep learning multi-objective regression by Ying, Liuqi, Zhang, Chengyang, Ying, Guogang

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