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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
Authors:  Li, Shuangqi;  Zhao, Pengfei;  Gu, Chenghong;  Li, Jianwei;  Cheng, Shuang;  Xu, Minghao
Favorite  |  View/Download:8/0  |  Submit date: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)  
Pruning the Communication Bandwidth between Reinforcement Learning Agents through Causal Inference: An Innovative Approach to Designing a Smart Grid Power System 期刊论文
SENSORS, 2022, 卷号: 22, 期号: 20, 页码: 24
Authors:  Zhang, Xianjie;  Liu, Yu;  Li, Wenjun;  Gong, Chen
Favorite  |  View/Download:3/0  |  Submit date:2022/11/21
smart grid  deep reinforcement learning  cooperative agents  communication  causal model  estimating ITE  variational auto-encoder  
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
Authors:  Sun, Yinqian;  Zeng, Yi;  Li, Yang
Favorite  |  View/Download:3/0  |  Submit date:2022/11/14
brain-inspired decision model  SDQN  reinforcement learning  potential normalization  spiking activity  
平行交通系统中的预测与控制关键技术研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  戴星原
Adobe PDF(14868Kb)  |  Favorite  |  View/Download:68/6  |  Submit date:2022/10/09
平行交通系统  交通预测  交通控制  深度学习  强化学习  
基于类脑脉冲神经网络的符号表征与推理 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  方宏坚
Adobe PDF(29511Kb)  |  Favorite  |  View/Download:69/5  |  Submit date:2022/09/26
类脑人工智能  脉冲神经网络  符号表征  突触可塑性  因果推理  
面向低功耗的语音增强与分离算法研究 学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  黄雅婷
Adobe PDF(3433Kb)  |  Favorite  |  View/Download:71/4  |  Submit date:2022/09/14
语音增强与分离  脉冲神经网络  模型压缩  听觉感知恢复  
三维点云语义分割方法研究 学位论文
, 北京市海淀区中关村东路95号: 中国科学院自动化研究所, 2022
Authors:  邓爽
Adobe PDF(20341Kb)  |  Favorite  |  View/Download:114/9  |  Submit date:2022/08/24
三维点云  语义分割  旋转不变性  全局注意力  半监督分割  
动态知识图谱的表示学习与推理研究 学位论文
, 2022
Authors:  李明达
Adobe PDF(2238Kb)  |  Favorite  |  View/Download:16/0  |  Submit date:2022/11/07
动态知识图谱  知识表示学习  新增实体  知识推理  链接预测  
HMDRL: Hierarchical Mixed Deep Reinforcement Learning to Balance Vehicle Supply and Demand 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
Authors:  Xi, Jinhao;  Zhu, Fenghua;  Ye, Peijun;  Lv, Yisheng;  Tang, Haina;  Wang, Fei-Yue
Favorite  |  View/Download:14/0  |  Submit date:2022/09/19
Reinforcement learning  Pricing  Heuristic algorithms  Supply and demand  Surges  Vehicle dynamics  Vehicles  Deep reinforcement learning  online ride-hailing system  hierarchical repositioning framework  parallel coordination mechanism  mixed state  
A Real 3D Embodied Dataset for Robotic Active Visual Learning 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2022, 卷号: 7, 期号: 3, 页码: 6646-6652
Authors:  Zhao, Qianfan;  Zhang, Lu;  Wu, Lingxi;  Qiao, Hong;  Liu, Zhiyong
Favorite  |  View/Download:46/0  |  Submit date:2022/07/25
Data sets for robotic vision  deep learning for visual perception  reinforcement learning