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A Deep Model for Partial Multi-label Image Classification with Curriculum-based Disambiguation 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 801-814
Authors:  Feng Sun;  Ming-Kun Xie;  Sheng-Jun Huang
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Partial multi-label image classification  curriculum-based disambiguation  consistency regularization  label difficulty  candidate label set.  
Learning Top-K Subtask Planning Tree Based on Discriminative Representation Pretraining for Decision-making 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 782-800
Authors:  Jingqing Ruan;   Kaishen Wang;   Qingyang Zhang;   Dengpeng Xing;   Bo Xu
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Reinforcement learning  representation learning  subtask planning  task decomposition  pretraining.  
Toward Human-centered XAI in Practice: A survey 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 740-770
Authors:  Xiangwei Kong;  Shujie Liu;  Luhao Zhu
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Artificial intelligence (AI) application  explainable AI (XAI)  human-centered design  visual computing  medical diagnosis  
Interpretability of Neural Networks Based on Game-theoretic Interactions 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 718-739
Authors:  Huilin Zhou;   Jie Ren;   Huiqi Deng;   Xu Cheng;  Jinpeng Zhang;   Quanshi Zhang
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Model interpretability and transparency  explainable AI  game theory  interaction  deep learning  
TextFormer: A Query-based End-to-end Text Spotter with Mixed Supervision 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 704-717
Authors:  Yukun Zhai;   Xiaoqiang Zhang;   Xiameng Qin;   Sanyuan Zhao;  Xingping Dong;   Jianbing Shen
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End-to-end text spotting  arbitrarily-shaped texts  transformer  mixed supervision  multitask modeling  
Constraints Separation Based Evolutionary Multitasking for Constrained Multi-Objective Optimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1819-1835
Authors:  Kangjia Qiao;  Jing Liang;  Kunjie Yu;  Xuanxuan Ban;  Caitong Yue;  Boyang Qu;  Ponnuthurai Nagaratnam Suganthan
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Constrained multi-objective optimization (CMOPs)  evolutionary multitasking  knowledge transfer  single constraint  
The First Five Years of a Phase Theory for Complex Systems and Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1728-1743
Authors:  Dan Wang;  Wei Chen;  Li Qiu
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Consensus and synchronization  matrix phases  multi-agent systems  phase theory  sectored real lemma  small phase theorem  
Lazy Agents: A New Perspective on Solving Sparse Reward Problem in Multi-agent Reinforcement Learning 期刊
创刊日期: 2018,
Sponsors:  Liu BY(刘博寅)
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QFuture: Learning Future Expectation Cognition in Multi-Agent Reinforcement Learning 期刊论文
IEEE Transactions on Cognitive and Developmental Systems, 2024, 页码: 12
Authors:  Liu BY(刘博寅)
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基于深度强化学习的足球智能体球员策略方法研究 学位论文
, 2024
Authors:  刘博寅
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足球  多智能体系统  深度强化学习  互信息  内在激励  预训练