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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.  
A Probabilistic Approach for Predicting Vessel Motion 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1877-1879
Authors:  Qi Hu;  Jingyi Liu;  Zongyu Zuo
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Optimal Positioning Strategy for Multi-Camera Zooming Drones 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1802-1818
Authors:  Manuel Vargas;  Carlos Vivas;  Teodoro Alamo
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Convex optimization  projective transformation  unmanned aerial vehicle  visual object tracking  visual surveillance  
Enhancing Evolutionary Algorithms With Pattern Mining for Sparse Large-Scale Multi-Objective Optimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1786-1801
Authors:  Sheng Qi;  Rui Wang;  Tao Zhang;  Weixiong Huang;  Fan Yu;  Ling Wang
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Evolutionary algorithms  pattern mining  sparse large-scale multi-objective problems (SLMOPs)  sparse large-scale optimization  
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  
基于多模态协同的驾驶行为预测 学位论文
, 2024
Authors:  董清辉
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人车共驾,驾驶行为预测,多模态协同,轨迹预测,多任务学习  
NeuronsMAE: A Novel Multi-Agent Reinforcement Learning Environment for Cooperative and Competitive Multi-Robot Tasks 会议论文
, Queensland, Australia, 2023-6
Authors:  Hu GZ(胡光政);  Li HR(李浩然);  Liu SS(刘莎莎);  Zhu YH(朱圆恒);  Zhao DB(赵冬斌)
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面向多机器人博弈的深度强化学习方法 学位论文
, 2024
Authors:  胡光政
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多智能体深度强化学习  多机器人博弈  极小极大Q学习  值分解  最大熵  
基于强化学习的多无人机协同任务规划技术 学位论文
, 2024
Authors:  张梦瑶
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多无人机协同作战  任务规划  图神经网络  多旅行商问题  强化学习