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共19条,第1-10条
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语种:英语
资助机构:National Key Research and Development Program of China
专题:多模态人工智能系统全国重点实验室
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A Novel Parallel Control Method for Optimal Consensus of Nonlinear Multiagent Systems
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2024, 页码: 14
作者:
Jiao, Shanshan
;
Wei, Qinglai
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/07/22
Consensus control
Optimal control
Performance analysis
Vectors
Heuristic algorithms
Multi-agent systems
Dynamic programming
Adaptive dynamic programming (ADP)
coupled Hamilton-Jacobi
optimal consensus control
parallel control
Learning and Controlling Multiscale Dynamics in Spiking Neural Networks Using Recursive Least Square Modifications
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2024, 页码: 14
作者:
Wei, Qinglai
;
Han, Liyuan
;
Zhang, Tielin
Adobe PDF(8060Kb)
  |  
收藏
  |  
浏览/下载:99/22
  |  
提交时间:2024/03/27
Direct dynamic programming (DDP)
Lorenz system
multiscale dynamics
point-to-point control
recursive least square (RLS)
spiking neural network (SNN)
Multistep Look-Ahead Policy Iteration for Optimal Control of Discrete-Time Nonlinear Systems With Isoperimetric Constraints
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 卷号: 54, 期号: 3, 页码: 1414-1426
作者:
Li, Tao
;
Wei, Qinglai
;
Wang, Fei-Yue
Adobe PDF(784Kb)
  |  
收藏
  |  
浏览/下载:124/24
  |  
提交时间:2024/02/22
Performance analysis
Optimal control
Dynamic programming
Iterative algorithms
Upper bound
Measurement
Convergence
Adaptive dynamic programming (ADP)
isoperimetric constraints
nonlinear systems
optimal control
policy iteration
NVIF: Neighboring Variational Information Flow for Cooperative Large-Scale Multiagent Reinforcement Learning
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 13
作者:
Chai, Jiajun
;
Zhu, Yuanheng
;
Zhao, Dongbin
Adobe PDF(2469Kb)
  |  
收藏
  |  
浏览/下载:64/4
  |  
提交时间:2023/11/16
Large-scale multiagent
neighboring communication
reinforcement learning (RL)
variational information flow
Decentralized Autonomous Operations and Organizations in TransVerse: Federated Intelligence for Smart Mobility
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 卷号: 53, 期号: 4, 页码: 2062-2072
作者:
Zhao, Chen
;
Dai, Xingyuan
;
Lv, Yisheng
;
Niu, Jinglong
;
Lin, Yilun
Adobe PDF(1921Kb)
  |  
收藏
  |  
浏览/下载:297/6
  |  
提交时间:2023/02/22
Intelligent Transportation Systems (ITS)
Artificial Systems, Computational Experiments, Parallel Execution (ACP)
Cyber–Physical–Social Systems (CPSS)
An Agent-Based Traffic Recommendation System: Revisiting and Revising Urban Traffic Management Strategies
期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2022, 页码: 13
作者:
Jin, Junchen
;
Rong, Dingding
;
Pang, Yuqi
;
Ye, Peijun
;
Ji, Qingyuan
;
Wang, Xiao
;
Wang, Ge
;
Wang, Fei-Yue
收藏
  |  
浏览/下载:275/0
  |  
提交时间:2022/07/25
Switches
Control systems
Timing
Task analysis
Behavioral sciences
Analytical models
Research and development
Agent-based recommendation system
deep recommendation
human-in-the-loop
operation on-demand
traffic management strategies
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
收藏
  |  
浏览/下载:252/0
  |  
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
Finite-Time Asynchronous Event-Triggered Formation of UAVs with Semi-Markov-Type Topologies
期刊论文
SENSORS, 2022, 卷号: 22, 期号: 12, 页码: 19
作者:
Ma, Chao
;
Zheng, Suiwu
;
Xu, Tao
;
Ji, Yidao
收藏
  |  
浏览/下载:209/0
  |  
提交时间:2022/07/25
finite-time formation
event-triggered formation
UAVs
semi-Markov topologies
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
Adobe PDF(2838Kb)
  |  
收藏
  |  
浏览/下载:256/13
  |  
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
UNMAS: Multiagent Reinforcement Learning for Unshaped Cooperative Scenarios
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 12
作者:
Chai, Jiajun
;
Li, Weifan
;
Zhu, Yuanheng
;
Zhao, Dongbin
;
Ma, Zhe
;
Sun, Kewu
;
Ding, Jishiyu
Adobe PDF(3402Kb)
  |  
收藏
  |  
浏览/下载:292/38
  |  
提交时间:2022/01/27
Multi-agent systems
Training
Task analysis
Reinforcement learning
Sun
Learning systems
Semantics
Centralized training with decentralized execution (CTDE)
multiagent
reinforcement learning
StarCraft II