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A Simple Hypergraph Kernel Convolution based on Discounted Markov Diffusion Process


Oct 30, 2022
Fuyang Li, Jiying Zhang, Xi Xiao, Bin Zhang, Dijun Luo

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* Accepted by NeurIPS 2022 New Frontiers in Graph Learning Workshop 

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Robust Imitation Learning from Corrupted Demonstrations


Jan 29, 2022
Liu Liu, Ziyang Tang, Lanqing Li, Dijun Luo

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Robust Model-based Reinforcement Learning for Autonomous Greenhouse Control


Aug 26, 2021
Wanpeng Zhang, Xiaoyan Cao, Yao Yao, Zhicheng An, Dijun Luo, Xi Xiao

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MBDP: A Model-based Approach to Achieve both Robustness and Sample Efficiency via Double Dropout Planning


Aug 03, 2021
Wanpeng Zhang, Xi Xiao, Yao Yao, Mingzhe Chen, Dijun Luo

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IGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control


Jul 06, 2021
Xiaoyan Cao, Yao Yao, Lanqing Li, Wanpeng Zhang, Zhicheng An, Zhong Zhang, Shihui Guo, Li Xiao, Xiaoyu Cao, Dijun Luo

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* 10 pages, 6 figures, 4 tables, submitted to journal Nature Machine Intelligence 

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Sample Efficient Reinforcement Learning via Model-Ensemble Exploration and Exploitation


Jul 05, 2021
Yao Yao, Li Xiao, Zhicheng An, Wanpeng Zhang, Dijun Luo

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* 7 pages, 5 figures, accepted by IEEE International Conference on Robotics and Automation 2021 (IEEE ICRA 2021) 

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Bias-reduced multi-step hindsight experience replay


Feb 25, 2021
Rui Yang, Jiafei Lyu, Yu Yang, Jiangpeng Ya, Feng Luo, Dijun Luo, Lanqing Li, Xiu Li

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* 11pages,9 figures 

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Improved Context-Based Offline Meta-RL with Attention and Contrastive Learning


Feb 22, 2021
Lanqing Li, Yuanhao Huang, Dijun Luo

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* 15 pages, 8 figures 

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Efficient Fully-Offline Meta-Reinforcement Learning via Distance Metric Learning and Behavior Regularization


Oct 02, 2020
Lanqing Li, Rui Yang, Dijun Luo

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Label Aware Graph Convolutional Network -- Not All Edges Deserve Your Attention


Jul 10, 2019
Hao Chen, Lu Wang, Senzhang Wang, Dijun Luo, Wenbing Huang, Zhoujun Li

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