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Adaptive bias-variance trade-off in advantage estimator for actor-critic algorithms
期刊论文
NEURAL NETWORKS, 2024, 卷号: 169, 页码: 764-777
作者:
Chen, Yurou
;
Zhang, Fengyi
;
Liu, Zhiyong
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/02/22
Reinforcement Learning
Policy gradient
Actor-critic
Value function
Bias-variance trade-off
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
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  |  
浏览/下载:1/0
  |  
提交时间:2024/01/23
Process control
process systems engineering
reinforcement learning
Adaptive Optimal Output Regulation of Interconnected Singularly Perturbed Systems With Application to Power Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 595-607
作者:
Jianguo Zhao
;
Chunyu Yang
;
Weinan Gao
;
Linna Zhou
;
Xiaomin Liu
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  |  
浏览/下载:1/0
  |  
提交时间:2024/02/19
Adaptive optimal control
decentralized control
output regulation
reinforcement learning (RL)
singularly perturbed systems (SPSs)
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
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  |  
浏览/下载:3/0
  |  
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)
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
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  |  
浏览/下载:2/0
  |  
提交时间:2024/01/02
Distributed model predictive control
distributed reinforcement learning
routing decisions
urban road networks
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
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浏览/下载:3/0
  |  
提交时间:2024/01/02
Automatic parking
control strategy
parking deviation (APS)
soft actor-critic (SAC)
Multiagent-Reinforcement-Learning-Based Stable Path Tracking Control for a Bionic Robotic Fish With Reaction Wheel
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 卷号: 70, 期号: 12, 页码: 12670-12679
作者:
Qiu, Changlin
;
Wu, Zhengxing
;
Wang, Jian
;
Tan, Min
;
Yu, Junzhi
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  |  
浏览/下载:6/0
  |  
提交时间:2023/11/17
Multiagent reinforcement learning (MARL)
path tracking control
reaction wheel
robotic fish
underwater robot
Learning to Play Football From Sports Domain Perspective: A Knowledge-Embedded Deep Reinforcement Learning Framework
期刊论文
IEEE TRANSACTIONS ON GAMES, 2023, 卷号: 15, 期号: 4, 页码: 648-657
作者:
Liu, Boyin
;
Pu, Zhiqiang
;
Zhang, Tianle
;
Wang, Huimu
;
Yi, Jianqiang
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  |  
浏览/下载:2/0
  |  
提交时间:2024/02/22
Deformable convolution
football analysis
pitch control
reinforcement learning
Learning for Depth Control of a Robotic Penguin: A Data-Driven Model Predictive Control Approach
期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 卷号: 70, 期号: 11, 页码: 11422-11432
作者:
Pan, Jie
;
Zhang, Pengfei
;
Wang, Jian
;
Liu, Mingxin
;
Yu, Junzhi
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/11/17
Data-driven model predictive control (MPC)
depth control
motion control
reinforcement learning (RL)
robotic penguin
Multi-task safe reinforcement learning for navigating intersections in dense traffic
期刊论文
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2023, 卷号: 360, 期号: 17, 页码: 13737-13760
作者:
Liu, Yuqi
;
Gao, Yinfeng
;
Zhang, Qichao
;
Ding, Dawei
;
Zhao, Dongbin
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  |  
浏览/下载:0/0
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提交时间:2024/02/22
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