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Real-world learning control for autonomous exploration of a biomimetic robotic shark 期刊论文
IEEE Transactions on Industrial Electronics, 2022, 卷号: 70, 期号: 4, 页码: 3966-3974
作者:  Yan Shuaizheng;  Wu Zhengxing;  Wang Jian;  Huang Yupei;  Tan Min;  Yu Junzhi
Adobe PDF(5981Kb)  |  收藏  |  浏览/下载：178/60  |  提交时间：2023/05/31
A Routing Optimization Method for Software-Defined Optical Transport Network Based on Ensembles and Reinforcement Learning 期刊论文
Sensors, 2022, 页码: 8139
作者:  Junyan Chen;  Yang Zheng
Adobe PDF(3250Kb)  |  收藏  |  浏览/下载：134/41  |  提交时间：2023/05/04
Motion Learning and Rapid Generalization for Musculoskeletal Systems Based on Recurrent Neural Network Modulated by Initial States 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2022, 卷号: 14, 期号: 4, 页码: 1691-1704
作者:  Wang, Xiaona;  Chen, Jiahao;  Qiao, Hong
Adobe PDF(2080Kb)  |  收藏  |  浏览/下载：160/19  |  提交时间：2023/03/20
Muscles  Recurrent neural networks  Mathematical models  Bio-inspired control  Robot kinematics  Tendons  Musculoskeletal system  Biologically inspired control  motor cortex  movement preparation  musculoskeletal system  recurrent neural network (RNN)  
Online Battery Protective Energy Management for Energy-Transportation Nexus 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 卷号: 18, 期号: 11, 页码: 8203-8212
作者:  Li, Shuangqi;  Zhao, Pengfei;  Gu, Chenghong;  Li, Jianwei;  Cheng, Shuang;  Xu, Minghao
收藏  |  浏览/下载：245/0  |  提交时间：2022/11/14
Batteries  Aging  Vehicle-to-grid  US Department of Defense  Costs  Renewable energy sources  Reinforcement learning  Battery aging mitigation  deep reinforcement learning (DRL)  electric vehicle  microgrid (MG)  renewable energy  transportation electrification  vehicle-to-grid (V2G)  
Solving the spike feature information vanishing problem in spiking deep Q network with potential based normalization 期刊论文
FRONTIERS IN NEUROSCIENCE, 2022, 卷号: 16, 页码: 11
作者:  Sun, Yinqian;  Zeng, Yi;  Li, Yang
Adobe PDF(1561Kb)  |  收藏  |  浏览/下载：269/40  |  提交时间：2022/11/14
brain-inspired decision model  SDQN  reinforcement learning  potential normalization  spiking activity  
AHDet: A dynamic coarse-to-fine gaze strategy for active object detection 期刊论文
NEUROCOMPUTING, 2022, 卷号: 491, 页码: 522-532
作者:  Xu, Nuo;  Huo, Chunlei;  Zhang, Xin;  Pan, Chunhong
Adobe PDF(2664Kb)  |  收藏  |  浏览/下载：351/67  |  提交时间：2022/09/19
Object detection  Active object detection  Deep reinforcement learning  Convolutional neural networks  
HMDRL: Hierarchical Mixed Deep Reinforcement Learning to Balance Vehicle Supply and Demand 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 卷号: 23, 期号: 11, 页码: 21861-21872
作者:  Xi, Jinhao;  Zhu, Fenghua;  Ye, Peijun;  Lv, Yisheng;  Tang, Haina;  Wang, Fei-Yue
Adobe PDF(3316Kb)  |  收藏  |  浏览/下载：321/42  |  提交时间：2022/09/19
deep reinforcement learning  online ride-hailing system  hierarchical repositioning framework  parallel coordination mechanism  mixed state  
Gliding Motion Optimization for a Biomimetic Gliding Robotic Fish 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2022, 卷号: 27, 期号: 3, 页码: 1629-1639
作者:  Dong, Huijie;  Wu, Zhengxing;  Meng, Yan;  Tan, Min;  Yu, Junzhi
收藏  |  浏览/下载：332/0  |  提交时间：2022/07/25
Robots  Optimization  Buoyancy  Transient analysis  Robot kinematics  Hydrodynamics  Energy consumption  Biomimetic robot  deep reinforcement learning (DRL)  gliding efficiency  gliding robotic fish  underwater robotics  
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：250/12  |  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  
Supervised assisted deep reinforcement learning for emergency voltage control of power systems 期刊论文
NEUROCOMPUTING, 2022, 卷号: 475, 页码: 69-79
作者:  Li, Xiaoshuang;  Wang, Xiao;  Zheng, Xinhu;  Dai, Yuxin;  Yu, Zhihong;  Zhang, Jun Jason;  Bu, Guangquan;  Wang, Fei-Yue
Adobe PDF(2551Kb)  |  收藏  |  浏览/下载：358/75  |  提交时间：2022/06/06
Deep reinforcement learning  Behavioral cloning  Dynamic demonstration  Emergency control