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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
Subseasonal Prediction of Regional Antarctic Sea Ice by a Deep Learning Model
期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2023, 卷号: 50, 期号: 17, 页码: 10
作者:
Wang, Yunhe
;
Yuan, Xiaojun
;
Ren, Yibin
;
Bushuk, Mitchell
;
Shu, Qi
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/12/13
Antarctic
sea ice prediction
Stochastic Lag Time Parameterization for Markov State Models of Protein Dynamics
期刊论文
JOURNAL OF PHYSICAL CHEMISTRY B, 2022, 页码: 11
作者:
Gong, Shiqi
;
He, Xinheng
;
Meng, Qi
;
Ma, Zhiming
;
Shao, Bin
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2023/02/07
Cost optimization of UAV-MEC network calculation offloading: A multi-agent reinforcement learning method
期刊论文
Ad Hoc Networks, 2022, 卷号: 136
作者:
Xue, Jianbin
;
Wu, Qingqing
;
Zhang, Haijun
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  |  
浏览/下载:14/0
  |  
提交时间:2022/09/22
Antennas
computation offloading
Convex optimization
Cost effectiveness
Deep learning
Energy utilization
Learning algorithms
Learning systems
Markov processes
Mobile edge computing
Multi agent systems
Power control
Reinforcement learning
Unmanned aerial vehicles (UAV)
Aerial vehicle
Computation offloading
Costs Optimization
Deep reinforcement learning
Edge computing
Multi-access edge computing
Multiaccess
Reinforcement learnings
Unmanned aerial vehicle
User equipments
Linearization of nonlinear Fokker-Planck equations and applications
期刊论文
JOURNAL OF DIFFERENTIAL EQUATIONS, 2022, 卷号: 322, 页码: 1-37
作者:
Ren, Panpan
;
Roeckner, Michael
;
Wang, Feng-Yu
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/02/07
Nonlinear Fokker-Planck equation
McKean-Vlasov stochastic differential equation
Diffusion process
Ergodicity
Feynman-Kac formula
Sensor management method based on weighted optimal sub-pattern assignment distance in multiple extended target tracking
期刊论文
Kongzhi Lilun Yu Yingyong/Control Theory and Applications, 2022, 卷号: 39, 期号: 5, 页码: 887-896
作者:
Chen, Hui
;
Liu, Ya-Ting
;
Zhang, Shuang-Qing
;
Han, Chong-Zhao
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/07/20
Clutter (information theory)
Decision making
Decision theory
Dispersions
Inverse problems
Markov processes
Numerical methods
Set theory
State estimation
Extended targets
Extendedtarget tracking (ETT)
Management method
Multiple extended target tracking
Optimisations
Partially observable Markov decision process
Random finite sets
Sensor management
Sub-patterns
Weighted optimal sub-pattern assignment
Reassessing seasonal sea ice predictability of the Pacific-Arctic sector using a Markov model
期刊论文
CRYOSPHERE, 2022, 卷号: 16, 期号: 3, 页码: 1141-1156
作者:
Wang, Yunhe
;
Yuan, Xiaojun
;
Bi, Haibo
;
Bushuk, Mitchell
;
Liang, Yu
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/07/15
A multivariate control chart for monitoring trivariate Poisson processes with spatial correlation
期刊论文
Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University, 2022, 卷号: 40, 期号: 2, 页码: 288-295
作者:
Wu, Cang
;
Si, Shubin
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2022/06/20
Control charts
Flowcharting
Markov processes
Statistical process control
Average run lengths
Copula functions
Mean shift
Multivariate and control chart
Multivariate control charts
Multivariate data
Performance
Poisson process
Spatial correlations
Trivariate
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
收藏
  |  
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
Information-Based Sensor Control for Multitask Planning via Multi-Bernoulli Filter
期刊论文
Security and Communication Networks, 2022, 卷号: 2022
作者:
Wang, Li
;
Deng, Dongming
;
He, Zhongliang
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2022/08/09
Markov processes
Analysis and calculations
Bernoulli filters
Bhattacharyya distance
Control strategies
Information criterion
Multi-Bernoulli
Multi-target-tracking
Multi-targets
Sensor control
Tracking performance
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