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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
作者:  Jingqing Ruan;   Kaishen Wang;   Qingyang Zhang;   Dengpeng Xing;   Bo Xu
Adobe PDF(4577Kb)  |  收藏  |  浏览/下载:14/6  |  提交时间:2024/07/18
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
作者:  Xiangwei Kong;  Shujie Liu;  Luhao Zhu
Adobe PDF(1550Kb)  |  收藏  |  浏览/下载:13/2  |  提交时间:2024/07/18
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
作者:  Huilin Zhou;   Jie Ren;   Huiqi Deng;   Xu Cheng;  Jinpeng Zhang;   Quanshi Zhang
Adobe PDF(2984Kb)  |  收藏  |  浏览/下载:13/3  |  提交时间:2024/07/18
Model interpretability and transparency  explainable AI  game theory  interaction  deep learning  
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
作者:  Kangjia Qiao;  Jing Liang;  Kunjie Yu;  Xuanxuan Ban;  Caitong Yue;  Boyang Qu;  Ponnuthurai Nagaratnam Suganthan
Adobe PDF(2750Kb)  |  收藏  |  浏览/下载:18/7  |  提交时间:2024/07/16
Constrained multi-objective optimization (CMOPs)  evolutionary multitasking  knowledge transfer  single constraint  
Tacit Commitments Emergence in Multi-agent Reinforcement Learning 会议论文
, New Delhi, India, 2023-7
作者:  Liu BY(刘博寅);  Zhiqiang Pu;  Junlong Gao;  Jianqiang Yi;  Zhenyu Guo
Adobe PDF(932Kb)  |  收藏  |  浏览/下载:16/6  |  提交时间:2024/07/15
Improved Self-Propelled Swarms Model with Enhanced Convergence Efficiency 会议论文
, Tianjing, China, 2020
作者:  Boyin Liu;  Zhiqiang Pu;  Shiguang Wu;  Lele Wang
Adobe PDF(210Kb)  |  收藏  |  浏览/下载:20/10  |  提交时间:2024/07/12
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
作者:  Liu BY(刘博寅)
Adobe PDF(2957Kb)  |  收藏  |  浏览/下载:30/6  |  提交时间:2024/07/12
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
作者:  Liu BY(刘博寅)
Adobe PDF(6675Kb)  |  收藏  |  浏览/下载:20/2  |  提交时间:2024/07/12
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
作者:  刘博寅
Adobe PDF(11380Kb)  |  收藏  |  浏览/下载:46/0  |  提交时间:2024/07/12
足球  多智能体系统  深度强化学习  互信息  内在激励  预训练  
高密度脑电信号实时采集系统研究 学位论文
, 2024
作者:  刘广浩
Adobe PDF(14309Kb)  |  收藏  |  浏览/下载:18/0  |  提交时间:2024/07/11
脑机接口  脑电信号采集系统  脑电数据压缩