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自动化研究所 [26]
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期刊论文 [33]
学位论文 [7]
会议论文 [5]
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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
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/01/23
Process control
process systems engineering
reinforcement learning
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
  |  
提交时间:2024/03/18
Constrained multi-objective optimization
deep Q-learning
deep reinforcement learning (DRL)
evolutionary algorithms
evolutionary operator selection
Enhancing Short Track Speed Skating Performance through Improved DDQN Tactical Decision Model
期刊论文
SENSORS, 2023, 卷号: 23, 期号: 24, 页码: 12
作者:
Yang, Yuanbo
;
Li, Feimo
;
Chang, Hongxing
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  |  
浏览/下载:0/0
  |  
提交时间:2024/02/22
short track speed skating
deep reinforcement learning
decision-making method
deep Q-network
competition performance improvement
AI in Human-computer Gaming: Techniques, Challenges and Opportunities
期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 299-317
作者:
Qi-Yue Yin
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  |  
浏览/下载:7/0
  |  
提交时间:2023/05/29
Human-computer gaming, AI, intelligent decision making, deep reinforcement learning, self-play
Communication-Aware Formation Control of AUVs With Model Uncertainty and Fading Channel via Integral Reinforcement Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 159-176
作者:
Wenqiang Cao
;
Jing Yan
;
Xian Yang
;
Xiaoyuan Luo
;
Xinping Guan
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  |  
浏览/下载:16/0
  |  
提交时间:2023/01/03
Autonomous underwater vehicles (AUVs)
communication-aware
formation
reinforcement learning
uncertainty
Survey on AI and Machine Learning Techniques for Microgrid Energy Management Systems
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 7, 页码: 1513-1529
作者:
Aditya Joshi
;
Skieler Capezza
;
Ahmad Alhaji
;
Mo-Yuen Chow
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/06/14
Consensus
energy management system (EMS)
reinforcement learning
supervised learning
Cooperative Multi-Agent Reinforcement Learning with Hypergraph Convolution
会议论文
Padua, Italy, 18-23 July 2022
作者:
Yunpeng Bai
;
Chen Gong
;
Bin Zhang
;
Guoliang Fan
;
Xinwen Hou
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  |  
浏览/下载:5/0
  |  
提交时间:2023/06/14
Event-Triggered Near-Optimal Control for Unknown Discrete-Time Nonlinear Systems Using Parallel Control
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 页码: 15
作者:
Lu, Jingwei
;
Wei, Qinglai
;
Zhou, Tianmin
;
Wang, Ziyang
;
Wang, Fei-Yue
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  |  
浏览/下载:14/0
  |  
提交时间:2022/07/25
Nonlinear systems
Optimal control
Control systems
Performance analysis
Stability criteria
Iterative algorithms
Heuristic algorithms
Adaptive dynamic programming (ADP)
event-triggered control
near-optimal control
parallel control
reinforcement learning (RL)
unknown nonlinear systems
Dexterous Manipulation for Multi-Fingered Robotic Hands With Reinforcement Learning: A Review
期刊论文
FRONTIERS IN NEUROROBOTICS, 2022, 卷号: 16, 页码: 17
作者:
Yu, Chunmiao
;
Wang, Peng
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  |  
浏览/下载:26/0
  |  
提交时间:2022/07/25
dexterous manipulation
multi-fingered robotic hand
reinforcement learning
learn from demonstration
sim2real
Online Minimax Q Network Learning for Two-Player Zero-Sum Markov Games
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 3, 页码: 1228-1241
作者:
Zhu, Yuanheng
;
Zhao, Dongbin
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  |  
浏览/下载:14/0
  |  
提交时间:2022/06/10
Games
Nash equilibrium
Mathematical model
Markov processes
Convergence
Dynamic programming
Training
Deep reinforcement learning (DRL)
generalized policy iteration (GPI)
Markov game (MG)
Nash equilibrium
Q network
zero sum
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