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| Policy Gradient Adaptive Dynamic Programming for Model-Free Multi-Objective Optimal Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 1060-1062
作者: Hao Zhang; Yan Li ; Zhuping Wang; Yi Ding; Huaicheng Yan
 Adobe PDF(504Kb) |  收藏 | 浏览/下载：61/25 | 提交时间：2024/03/18 |
| 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：185/119 | 提交时间：2024/01/02
Automatic parking control strategy parking deviation (APS) soft actor-critic (SAC) |
| Reinforcement Learning-Based MAS Interception in Antagonistic Environments 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 270-272
作者: Siqing Sun; Defu Cai; Hai-Tao Zhang; Ning Xing
Adobe PDF(989Kb) | 收藏 | 浏览/下载：117/66 | 提交时间：2024/01/02 |
| Communication-Aware Mobile Relaying via an AUV for Minimal Wait Time: A Broad Learning-Based Solution 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 797-799
作者: Wenqiang Cao; Jing Yan; Xian Yang; Cailian Chen; Xinping Guan
Adobe PDF(5590Kb) | 收藏 | 浏览/下载：61/16 | 提交时间：2024/02/19 |
| Reinforcement Learning in Process Industries: Review and Perspective 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 283-300
作者: Oguzhan Dogru; Junyao Xie; Om Prakash; Ranjith Chiplunkar; Jansen Soesanto; Hongtian Chen; Kirubakaran Velswamy; Fadi Ibrahim; Biao Huang
Adobe PDF(1275Kb) | 收藏 | 浏览/下载：37/13 | 提交时间：2024/01/23
Process control process systems engineering reinforcement learning |
| 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：52/12 | 提交时间：2024/01/23
Avatar blockchain metaverses multi-agent deep reinforcement learning transformer UAVs |
| Recent Progress in Reinforcement Learning and Adaptive Dynamic Programming for Advanced Control Applications 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 18-36
作者: Ding Wang; Ning Gao; Derong Liu; Jinna Li; Frank L. Lewis
Adobe PDF(1945Kb) | 收藏 | 浏览/下载：242/180 | 提交时间：2024/01/02
Adaptive dynamic programming (ADP) advanced control complex environment data-driven control event-triggered design intelligent control neural networks nonlinear systems optimal control reinforcement learning (RL) |
| Enhancing Multi-agent Coordination via Dual-channel Consensus 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 349-368
作者: Qingyang Zhang; Kaishen Wang; Jingqing Ruan; Yiming Yang; Dengpeng Xing; Bo Xu
Adobe PDF(4997Kb) | 收藏 | 浏览/下载：5/2 | 提交时间：2024/04/23
Multi-agent reinforcement learning, contrastive representation learning, consensus, multi-agent cooperation, cognitive consistency |
| 基于图表示学习的股票市场预测方法研究 学位论文
, 2023
作者: 田虎
 Adobe PDF(6717Kb) | 收藏 | 浏览/下载：184/12 | 提交时间：2023/07/03
股票市场预测 图表示学习 金融复杂网络 股票关联 股票分析师 |
| PiCor: Multi-Task Deep Reinforcement Learning with Policy Correction 会议论文
Proceedings of the AAAI Conference on Artificial Intelligence, 美国 华盛顿, 2023.02.07 - 2023.02.14
作者: Bai FS(白丰硕); Zhang HM(张鸿铭); Tao TY(陶天阳); Wu ZH(武志亨); Wang YN(王燕娜); Xu B(徐博)
Adobe PDF(1663Kb) | 收藏 | 浏览/下载：160/37 | 提交时间：2023/07/05
Reinforcement Learning Algorithms Transfer Domain Adaptation Multi-Task Learning |
