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Multi-Scale Dynamic Coding Improved Spiking Actor Network for Reinforcement Learning 会议论文
, Online, February 22–March 1, 2022
作者:  Zhang, Duzhen;  Zhang, Tielin;  Jia, Shuncheng;  Xu, Bo
Adobe PDF(2249Kb)  |  收藏  |  浏览/下载：37/14  |  提交时间：2024/06/11
Efficient Spatiotemporal Transformer for Robotic Reinforcement Learning 期刊论文
IEEE ROBOTICS AND AUTOMATION LETTERS, 2022, 卷号: 7, 期号: 3, 页码: 7982-7989
作者:  Yang YM(杨依明);  Xing DP(邢登鹏);  Xu B(徐波)
Adobe PDF(2469Kb)  |  收藏  |  浏览/下载：46/16  |  提交时间：2024/05/29
Learning to Manipulate Tools Using Deep Reinforcement Learning and Anchor Information 会议论文
, Jinghong, China, 05-09 December 2022
作者:  Junhang Wei;  Shaowei Cui;  Peng Hao;  Shuo Wang
Adobe PDF(933Kb)  |  收藏  |  浏览/下载：189/61  |  提交时间：2023/10/25
Multi-UAV Cooperative Short-Range Combat via Attention-Based Reinforcement Learning using Individual Reward Shaping 会议论文
, Kyoto, Japan, October 23-27, 2022
作者:  Zhang TL(张天乐);  Qiu TH(丘腾海);  Liu Z(刘振);  Pu ZQ(蒲志强);  Yi JQ(易建强)
Adobe PDF(896Kb)  |  收藏  |  浏览/下载：178/58  |  提交时间：2023/06/12
Multi-Target Encirclement with Collision Avoidance via Deep Reinforcement Learning using Relational Graphs 会议论文
, Philadelphia, PA, USA, May 23-27, 2022
作者:  Zhang TL(张天乐);  Liu Z(刘振);  Pu ZQ(蒲志强);  Yi JQ(易建强)
Adobe PDF(4277Kb)  |  收藏  |  浏览/下载：173/40  |  提交时间：2023/06/12
LEARN EFFECTIVE REPRESENTATION FOR DEEP REINFORCEMENT LEARNING 会议论文
, Taipei, Taiwan, 26 August 2022
作者:  Zhan Yuan;  Xu Zhiwei;  Fan Guoliang
Adobe PDF(2093Kb)  |  收藏  |  浏览/下载：171/54  |  提交时间：2023/06/08
Improving the Ability of Robots to Navigate Through Crowded Environments Safely using Deep Reinforcement Learning 会议论文
, 中国桂林, 2022-7-9
作者:  Shan QF(单钦锋);  Wang WJ(王伟杰);  Guo DF(郭丁飞);  Sun XR(孙向荣);  Jia LH(贾立好)
Adobe PDF(494Kb)  |  收藏  |  浏览/下载：159/51  |  提交时间：2023/06/05
Deep learning  Mechatronics  Navigation  Reinforcement learning  Cost function  Real-time systems  Trajectory  
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