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A Hybrid Controller for Musculoskeletal Robots Targeting Lifting Tasks in Industrial Metaverse
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2024, 页码: 12
作者:
Qin, Shijie
;
Li, Houcheng
;
Cheng, Long
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2024/03/27
Adaptive dynamic programming (ADP)
brain-inspired method
muscle synergy
musculoskeletal system
reinforcement learning (RL)
tracking control
New Paradigm for Economic and Financial Research With Generative AI: Impact and Perspective
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2024, 页码: 11
作者:
Zheng, Xiaolong
;
Li, Jingyu
;
Lu, Mengyao
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:25/0
  |  
提交时间:2024/02/22
Economics
Biological system modeling
Data models
Task analysis
Behavioral sciences
Big Data
Analytical models
finance
generative artificial intelligence (GAI)
reinforcement learning from human feedback (RLHF)
research paradigm
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)
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浏览/下载:182/125
  |  
提交时间:2024/01/02
Distributed model predictive control
distributed reinforcement learning
routing decisions
urban road networks
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)
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  |  
浏览/下载:20/6
  |  
提交时间:2024/03/18
Constrained multi-objective optimization
deep Q-learning
deep reinforcement learning (DRL)
evolutionary algorithms
evolutionary operator selection
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
Adobe PDF(2409Kb)
  |  
收藏
  |  
浏览/下载:28/12
  |  
提交时间:2024/02/19
Adaptive optimal control
decentralized control
output regulation
reinforcement learning (RL)
singularly perturbed systems (SPSs)
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
Adobe PDF(4997Kb)
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浏览/下载:26/8
  |  
提交时间:2024/04/03
Multi-agent reinforcement learning, contrastive representation learning, consensus, multi-agent cooperation, cognitive consistency
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)
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  |  
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:46/12
  |  
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:230/179
  |  
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)
Multi-Agent Reinforcement Learning for Extended Flexible Job Shop Scheduling
期刊论文
MACHINES, 2024, 卷号: 12, 期号: 1, 页码: 25
作者:
Peng, Shaoming
;
Xiong, Gang
;
Yang, Jing
;
Shen, Zhen
;
Tamir, Tariku Sinshaw
;
Tao, Zhikun
;
Han, Yunjun
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2024/03/13
production planning and scheduling
multi-agent reinforcement learning
flexible job shop
path flexibility
technological flexibility