Reinforcement Learning Based Time-Synchronized Optimized Control for Affine Systems

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Department of Electrical and Computer Engineering, National University of Singapore, Singapore ^{[1
]}

不详 ^{[2
]}

不详 ^{[3
]}

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IEEE. Trans. Artif. Intell. | / 1-15期

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摘要：

Actor critic - Adaptive dynamic programming - Autonomous Vehicles - Convergence - Performance - Reinforcement learning algorithms - Reinforcement learnings - Synchronized control - Time-synchronized convergence

引用

共 11 条

[1] Optimized distributed formation control using identifier–critic–actor reinforcement learning for a class of stochastic nonlinear multi-agent systems
Shandong University of Aeronautics, Binzhou, Shandong
256600, China
不详
116024, China
ISA Trans, 1600, (1-10):
[2] Optimal Trajectory Tracking for Unknown H∞ Constrained Systems Based on Reinforcement Learning
Li, Xiaoqian
Jing, Zonglei
Ju, Peijun
Zhao, Shufen
Proceedings - 2023 China Automation Congress, CAC 2023, 2023, : 44 - 49
[3] DQN Reinforcement Learning-based Steering Control Strategy for Autonomous Driving
Lin, Xinyou
Ye, Zhuoming
Zhou, Binhao
Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2023, 59 (16): : 315 - 324
[4] Fault-tolerant control for nonlinear offshore steel jacket platforms based on reinforcement learning
Ziaei, Amin
Kharrati, Hamed
Rahimi, Afshin
Ocean Engineering, 2022, 246
[5] A New Optimal Design of Stable Feedback Control of Two-Wheel System Based on Reinforcement Learning
Yu, Zhenghong
Zhu, Xuebin
SAE International journal of Sustainable Transportation, Energy, Environment, and Policy, 2023, 5 (01):
[6] Reinforcement-Learning-based Network Design and Control with Stepwise Reward Variation and Link-Adjacency Embedding
Cruzado, Kenji
Shiraki, Ryuta
Mori, Yojiro
Tanaka, Takafumi
Higashimori, Katsuaki
Inuzuka, Fumikazu
Ohara, Takuya
Hasegawa, Hiroshi
2022 European Conference on Optical Communication, ECOC 2022, 2022,
[7] A Deep Reinforcement Learning-Based Cooperative Traffic Signal System Through Dual-Sensing Max Pressure Control
Yan, Tianwen
Zuo, Lei
Yan, Maode
Zhang, Jinqi
2023 9th International Conference on Mechanical and Electronics Engineering, ICMEE 2023, 2023, : 258 - 264
[8] Disturbance and state observer-based adaptive finite-time control for quantized nonlinear systems with unknown control directions
Meng, Bo
Liu, Wenhui
Qi, Xiaojing
Journal of the Franklin Institute, 2022, 359 (07) : 2906 - 2931
[9] Q-learning-based Opportunistic Communication for Real-time Mobile Air Quality Monitoring Systems
Hanoi University Of Science And Technology, School Of Information And Communication Technology, Hanoi, Viet Nam
不详
Conf. Proc. IEEE Int. Perform. Comput. Commun. Conf., 2021,
[10] Deep Learning-Based CSI Feedback for RIS-Aided Massive MIMO Systems with Time Correlation
Peng, Zhangjie
Li, Zhaotian
Liu, Ruijing
Pan, Cunhua
Yuan, Feiniu
Wang, Jiangzhou
arXiv,

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