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自动化研究所 [34]
山东大学 [22]
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清华大学 [13]
北京航空航天大学 [13]
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期刊论文 [107]
会议论文 [62]
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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
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
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提交时间:2024/02/22
short track speed skating
deep reinforcement learning
decision-making method
deep Q-network
competition performance improvement
Event-Triggered Deep Reinforcement Learning Using Parallel Control: A Case Study in Autonomous Driving
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2023, 卷号: 8, 期号: 4, 页码: 2821-2831
作者:
Lu, Jingwei
;
Han, Liyuan
;
Wei, Qinglai
;
Wang, Xiao
;
Dai, Xingyuan
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  |  
浏览/下载:2/0
  |  
提交时间:2023/11/17
Autonomous vehicles
Decision making
Path planning
Training
Optimal control
Deep learning
Complex systems
Autonomous driving
deep reinforcement learning
deep Q-network
event-triggered control
parallel control
Development of a Bias Compensating Q-Learning Controller for a Multi-Zone HVAC Facility
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 8, 页码: 1704-1715
作者:
Syed Ali Asad Rizvi
;
Amanda J. Pertzborn
;
Zongli Lin
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浏览/下载:9/0
  |  
提交时间:2023/07/20
HVAC control
optimal tracking
Q-learning
reinforcement learning (RL)
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
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浏览/下载:0/0
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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
VGN: Value Decomposition With Graph Attention Networks for Multiagent Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
作者:
Wei, Qinglai
;
Li, Yugu
;
Zhang, Jie
;
Wang, Fei-Yue
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浏览/下载:17/0
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提交时间:2022/07/25
Mathematical models
Task analysis
Games
Q-learning
Neural networks
Behavioral sciences
Training
Deep learning
graph attention networks (GATs)
multiagent systems
reinforcement learning
Picking out the Impurities: Attention-based Push-Grasping in Dense Clutter
期刊论文
ROBOTICA, 2022, 页码: 16
作者:
Lu, Ning
;
Cai, Yinghao
;
Lu, Tao
;
Cao, Xiaoge
;
Guo, Weiyan
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浏览/下载:18/0
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提交时间:2022/06/10
saliency Detection
robot Learning
push-grasp
target-oriented Grasping
deep Q Network
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:15/0
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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
Prioritized Experience Replay based on Multi-armed Bandit
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2022, 卷号: 189
作者:
Liu, Ximing
;
Zhu, Tianqing
;
Jiang, Cuiqing
;
Ye, Dayong
;
Zhao, Fuqing
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  |  
浏览/下载:17/0
  |  
提交时间:2022/03/01
Deep reinforcement learning
Q-learning
Deep Q-network
Experience replay
Multi-armed Bandit
A reinforcement learning brain storm optimization algorithm (BSO) with learning mechanism
期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 235
作者:
Zhao, Fuqing
;
Hu, Xiaotong
;
Wang, Ling
;
Zhao, Jinlong
;
Tang, Jianxin
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  |  
浏览/下载:21/0
  |  
提交时间:2022/03/01
Brain storm optimization
Q-learning
Mutation strategies
Self-learning mechanism
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