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| Constrained Multi-Objective Optimization With Deep Reinforcement Learning Assisted Operator Selection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 919-931
作者: Fei Ming; Wenyin Gong; Ling Wang; Yaochu Jin
 Adobe PDF(2091Kb) |  收藏 | 浏览/下载：42/18 | 提交时间：2024/03/18
Constrained multi-objective optimization deep Q-learning deep reinforcement learning (DRL) evolutionary algorithms evolutionary operator selection |
| UAV-Assisted Dynamic Avatar Task Migration for Vehicular Metaverse Services: A Multi-Agent Deep Reinforcement Learning Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 430-445
作者: Jiawen Kang; Junlong Chen; Minrui Xu; Zehui Xiong; Yutao Jiao; Luchao Han; Dusit Niyato; Yongju Tong; Shengli Xie
Adobe PDF(6097Kb) | 收藏 | 浏览/下载：64/13 | 提交时间：2024/01/23
Avatar blockchain metaverses multi-agent deep reinforcement learning transformer UAVs |
| Advancements in Humanoid Robots: A Comprehensive Review and Future Prospects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 301-328
作者: Yuchuang Tong ; Haotian Liu; Zhengtao Zhang
Adobe PDF(7587Kb) | 收藏 | 浏览/下载：108/24 | 提交时间：2024/01/23
Future trends and challenges humanoid robots human-robot interaction key technologies potential applications |
| Path Planning and Tracking Control for Parking via Soft Actor-Critic Under Non-Ideal Scenarios 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 181-195
作者: Xiaolin Tang; Yuyou Yang; Teng Liu; Xianke Lin; Kai Yang; Shen Li
Adobe PDF(4905Kb) | 收藏 | 浏览/下载：206/125 | 提交时间：2024/01/02
Automatic parking control strategy parking deviation (APS) soft actor-critic (SAC) |
| Learning to Branch in Combinatorial Optimization With Graph Pointer Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 157-169
作者: Rui Wang; Zhiming Zhou; Kaiwen Li; Tao Zhang; Ling Wang; Xin Xu; Xiangke Liao
Adobe PDF(1841Kb) | 收藏 | 浏览/下载：246/155 | 提交时间：2024/01/02
Branch-and-bound (B&B) combinatorial optimization deep learning graph neural network imitation learning |
| Autonomous Vehicle Platoons In Urban Road Networks: A Joint Distributed Reinforcement Learning and Model Predictive Control Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 141-156
作者: Luigi D’Alfonso; Francesco Giannini; Giuseppe Franzè; Giuseppe Fedele; Francesco Pupo; Giancarlo Fortino
Adobe PDF(7491Kb) | 收藏 | 浏览/下载：213/131 | 提交时间：2024/01/02
Distributed model predictive control distributed reinforcement learning routing decisions urban road networks |
| Orientation and Decision-Making for Soccer Based on Sports Analytics and AI: A Systematic Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 37-57
作者: Zhiqiang Pu; Yi Pan; Shijie Wang; Boyin Liu; Min Chen; Hao Ma; Yixiong Cui
 Adobe PDF(3690Kb) | 收藏 | 浏览/下载：411/316 | 提交时间：2024/01/02
Artificial intelligence (AI) decision-making football review soccer sports analytics |
| Magnetic Field-Based Reward Shaping for Goal-Conditioned Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2233-2247
作者: Hongyu Ding; Yuanze Tang; Qing Wu; Bo Wang; Chunlin Chen; Zhi Wang
Adobe PDF(5205Kb) | 收藏 | 浏览/下载：102/34 | 提交时间：2023/10/31
Dynamic environments goal-conditioned reinforcement learning magnetic field reward shaping |
| Intelligent Electric Vehicle Charging Scheduling in Transportation-Energy Nexus With Distributional Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2171-2173
作者: Tao Chen; Ciwei Gao
Adobe PDF(577Kb) | 收藏 | 浏览/下载：50/23 | 提交时间：2023/09/22 |
| Privacy Preserving Demand Side Management Method via Multi-Agent Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 10, 页码: 1984-1999
作者: Feiye Zhang; Qingyu Yang; Dou An
Adobe PDF(3841Kb) | 收藏 | 浏览/下载：82/42 | 提交时间：2023/09/07
Centralized training and decentralized execution demand side management multi-agent reinforcement learning privacy preserving |
