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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
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浏览/下载:1/0
  |  
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
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
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浏览/下载:1/0
  |  
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
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
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浏览/下载:1/0
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提交时间:2024/01/23
Avatar
blockchain
metaverses
multi-agent deep reinforcement learning
transformer
UAVs
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
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提交时间:2024/02/19
Adaptive optimal control
decentralized control
output regulation
reinforcement learning (RL)
singularly perturbed systems (SPSs)
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
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浏览/下载:0/0
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提交时间:2024/03/18
Constrained multi-objective optimization
deep Q-learning
deep reinforcement learning (DRL)
evolutionary algorithms
evolutionary operator selection
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:2/0
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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
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
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浏览/下载:1/0
  |  
提交时间:2024/03/13
production planning and scheduling
multi-agent reinforcement learning
flexible job shop
path flexibility
technological flexibility
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
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