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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  
Tacit Commitments Emergence in Multi-agent Reinforcement Learning 会议论文
, New Delhi, India, 2023-7
Authors:  Liu BY(刘博寅);  Zhiqiang Pu;  Junlong Gao;  Jianqiang Yi;  Zhenyu Guo
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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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Learning to Play Football from Sports Perspective: A Knowledge-embedded Deep Reinforcement Learning Framework 期刊论文
IEEE Transactions on Games, 2022, 页码: 12
Authors:  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  
Offline Hierarchical Reinforcement Learning: Enable Large-Scale Training in HRL 会议论文
, Nanjing, 2023-11-27
Authors:  Yuqiao Wu;  Haifeng Zhang;  Jun Wang
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面向狭小空间涂胶作业的机器人设计及规划感知技术研究 学位论文
, 2024
Authors:  章澳顺
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超冗余度蛇形机械臂  运动规划  视觉定位  缺陷检测