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Boosting On-Policy Actor-Critic With Shallow Updates in Critic
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 10
作者:
Li, Luntong
;
Zhu, Yuanheng
收藏
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浏览/下载:14/0
  |  
提交时间:2024/07/03
Artificial neural networks
Vectors
Task analysis
Training
Representation learning
Approximation algorithms
Optimization
Actor-critic
deep reinforcement learning (DRL)
proximal policy optimization (PPO)
shallow reinforcement learning (SRL)
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:92/38
  |  
提交时间:2024/03/18
Constrained multi-objective optimization
deep Q-learning
deep reinforcement learning (DRL)
evolutionary algorithms
evolutionary operator selection
Network-Wide Traffic Signal Control Based on MARL With Hierarchical Nash-Stackelberg Game Model
期刊论文
IEEE ACCESS, 2023, 卷号: 11, 页码: 145085-145100
作者:
Shen, Hui
;
Zhao, Hongxia
;
Zhang, Zundong
;
Yang, Xun
;
Song, Yutong
;
Liu, Xiaoming
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  |  
浏览/下载:58/0
  |  
提交时间:2024/02/22
Games
Roads
Approximation algorithms
Q-learning
Multi-agent systems
Process control
Optimization
Reinforcement learning
Traffic control
Network-wide traffic signal control
hierarchical game model
multi-agent reinforcement learning
Dependency-Aware Vehicular Task Scheduling Policy for Tracking Service VEC Networks
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 3, 页码: 2400-2414
作者:
Li, Chao
;
Liu, Fagui
;
Wang, Bin
;
Chen, C. L. Philip
;
Tang, Xuhao
;
Jiang, Jun
;
Liu, Jie
收藏
  |  
浏览/下载:143/0
  |  
提交时间:2023/11/17
Task analysis
Intelligent vehicles
Optimization
Processor scheduling
Vehicle dynamics
Heuristic algorithms
Costs
Deep reinforcement learning (DRL)
scheduling policy
tracking service
vehicular edge computing (VEC)
Data Generation Feedback Relearning Control for Unmodeled Nonlinear Systems
期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2023, 页码: 12
作者:
Zhang, Yong
;
Mu, Chaoxu
;
Zhao, Dongbin
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  |  
浏览/下载:118/0
  |  
提交时间:2023/11/16
Data models
Real-time systems
Heuristic algorithms
Mathematical models
Adaptation models
Approximation algorithms
Cost function
Data generation model
feedback relearning control
delayed neural network
reinforcement learning
unmodeled nonlinear system
PiCor: Multi-Task Deep Reinforcement Learning with Policy Correction
会议论文
Proceedings of the AAAI Conference on Artificial Intelligence, 美国 华盛顿, 2023.02.07 - 2023.02.14
作者:
Bai FS(白丰硕)
;
Zhang HM(张鸿铭)
;
Tao TY(陶天阳)
;
Wu ZH(武志亨)
;
Wang YN(王燕娜)
;
Xu B(徐博)
Adobe PDF(1663Kb)
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浏览/下载:217/53
  |  
提交时间:2023/07/05
Reinforcement Learning Algorithms
Transfer
Domain Adaptation
Multi-Task Learning
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:246/0
  |  
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
An Overview and Experimental Study of Learning-Based Optimization Algorithms for the Vehicle Routing Problem
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1115-1138
作者:
Bingjie Li
;
Guohua Wu
;
Yongming He
;
Mingfeng Fan
;
Witold Pedrycz
Adobe PDF(2802Kb)
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收藏
  |  
浏览/下载:474/272
  |  
提交时间:2022/06/27
End-to-end approaches
learning-based optimization (LBO) algorithms
reinforcement learning
step-by-step approaches
vehicle routing problem (VRP)