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CASIA OpenIR

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Safe Efficient Policy Optimization Algorithm for Unsignalized Intersection Navigation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 2011-2026
作者:  Xiaolong Chen;  Biao Xu;  Manjiang Hu;  Yougang Bian;  Yang Li;  Xin Xu
Adobe PDF(5707Kb)  |  收藏  |  浏览/下载：5/0  |  提交时间：2024/08/09
Autonomous driving  decision-making  reinforcement learning (RL)  unsignalized intersection  
Regional Multi-Agent Cooperative Reinforcement Learning for City-Level Traffic Grid Signal Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1987-1998
作者:  Yisha Li;  Ya Zhang;  Xinde Li;  Changyin Sun
Adobe PDF(4383Kb)  |  收藏  |  浏览/下载：5/1  |  提交时间：2024/08/09
Human-machine cooperation  mixed domain attention mechanism  multi-agent reinforcement learning  spatio-temporal feature  traffic signal control  
Data Driven Vibration Control: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1898-1917
作者:  Weiyi Yang;  Shuai Li;  Xin Luo
Adobe PDF(6054Kb)  |  收藏  |  浏览/下载：4/3  |  提交时间：2024/08/09
Data driven vibration control (DDVC)  data science  designing method  feedforward control  industrial robot  input shaping  optimizing method  residual vibration  
Integrating Incentive Factors in the Optimization for Bidirectional Charging of Electric Vehicles 期刊论文
IEEE TRANSACTIONS ON POWER SYSTEMS, 2024, 卷号: 39, 期号: 2, 页码: 4105-4116
作者:  Li, Shuangqi;  Zhao, Pengfei;  Gu, Chenghong;  Bu, Siqi;  Li, Jianwei;  Cheng, Shuang
收藏  |  浏览/下载：8/0  |  提交时间：2024/07/22
Electric vehicle  vehicle grid integration  smart charging  incentivized strategy  renewable energy  battery aging  cost-benefit analysis  
Learning Top-K Subtask Planning Tree Based on Discriminative Representation Pretraining for Decision-making 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 782-800
作者:  Jingqing Ruan;   Kaishen Wang;   Qingyang Zhang;   Dengpeng Xing;   Bo Xu
Adobe PDF(4577Kb)  |  收藏  |  浏览/下载：27/12  |  提交时间：2024/07/18
Reinforcement learning  representation learning  subtask planning  task decomposition  pretraining.  
A Novel Divide and Conquer Solution for Long-term Video Salient Object Detection 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 4, 页码: 684-703
作者:  Yun-Xiao Li;  Cheng-Li-Zhao Chen;   Shuai Li;   Ai-Min Hao;  Hong Qin
Adobe PDF(6454Kb)  |  收藏  |  浏览/下载：29/10  |  提交时间：2024/07/18
Video salient object detection  background consistency analysis  weakly supervised learning  long-term information  background shift  
Enhancing Evolutionary Algorithms With Pattern Mining for Sparse Large-Scale Multi-Objective Optimization Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1786-1801
作者:  Sheng Qi;  Rui Wang;  Tao Zhang;  Weixiong Huang;  Fan Yu;  Ling Wang
Adobe PDF(2019Kb)  |  收藏  |  浏览/下载：23/13  |  提交时间：2024/07/16
Evolutionary algorithms  pattern mining  sparse large-scale multi-objective problems (SLMOPs)  sparse large-scale optimization  
Lazy Agents: A New Perspective on Solving Sparse Reward Problem in Multi-agent Reinforcement Learning 期刊
创刊日期: 2018,
主办者:  Liu BY(刘博寅)
Adobe PDF(5797Kb)  |  收藏  |  浏览/下载：31/8  |  提交时间：2024/07/12
Improved Self-Propelled Swarms Model with Enhanced Convergence Efficiency 会议论文
, Tianjing, China, 2020
作者:  Boyin Liu;  Zhiqiang Pu;  Shiguang Wu;  Lele Wang
Adobe PDF(210Kb)  |  收藏  |  浏览/下载：35/15  |  提交时间：2024/07/12
Learning to Play Football from Sports Perspective: A Knowledge-embedded Deep Reinforcement Learning Framework 期刊论文
IEEE Transactions on Games, 2022, 页码: 12
作者:  Liu BY(刘博寅)
Adobe PDF(2957Kb)  |  收藏  |  浏览/下载：40/10  |  提交时间：2024/07/12