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CASIA OpenIR

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Auxiliary Network Enhanced Hierarchical Graph Reinforcement Learning for Vehicle Repositioning 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 13
作者:  Xi, Jinhao;  Zhu, Fenghua;  Ye, Peijun;  Lv, Yisheng;  Xiong, Gang;  Wang, Fei-Yue
收藏  |  浏览/下载：5/0  |  提交时间：2024/07/03
Mobility-on-demand system  vehicle repositioning  hierarchical graph reinforcement learning  auxiliary graph reinforcement learning  
Network-Wide Traffic Signal Control Based on MARL With Hierarchical Nash-Stackelberg Game Model 期刊论文
IEEE ACCESS, 2023, 卷号: 11, 页码: 145085-145100
作者:  Shen, Hui;  Zhao, Hongxia;  Zhang, Zundong;  Yang, Xun;  Song, Yutong;  Liu, Xiaoming
收藏  |  浏览/下载：51/0  |  提交时间：2024/02/22
Games  Roads  Approximation algorithms  Q-learning  Multi-agent systems  Process control  Optimization  Reinforcement learning  Traffic control  Network-wide traffic signal control  hierarchical game model  multi-agent reinforcement learning  
Hierarchical Policy Learning With Demonstration Learning for Robotic Multiple Peg-in-Hole Assembly Tasks 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 10, 页码: 10254-10264
作者:  Yan, Shaohua;  Xu, De;  Tao, Xian
Adobe PDF(4845Kb)  |  收藏  |  浏览/下载：132/13  |  提交时间：2023/11/17
Assembly model  demonstration learning (DL)  force-based control algorithm  hierarchical reinforcement learning (HRL)  peg-in-hole assembly  
基于深度强化学习的网约车调度算法研究 学位论文
, 2023
作者:  习金浩
Adobe PDF(15643Kb)  |  收藏  |  浏览/下载：145/8  |  提交时间：2023/06/08
Vehicle Repositioning  Deep Reinforcement Learning  Hierarchical Reinforcement Learning  Graph Neural Network  
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：319/42  |  提交时间：2022/09/19
deep reinforcement learning  online ride-hailing system  hierarchical repositioning framework  parallel coordination mechanism  mixed state  
HackRL: Reinforcement learning with hierarchical attention for cross-graph knowledge fusion and collaborative reasoning 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 233, 页码: 14
作者:  Yang, Linyao;  Wang, Xiao;  Dai, Yuxin;  Xin, Kejun;  Zheng, Xiaolong;  Ding, Weiping;  Zhang, Jun;  Wang, Fei-Yue
Adobe PDF(1159Kb)  |  收藏  |  浏览/下载：406/140  |  提交时间：2021/12/28
Knowledge fusion  Knowledge reasoning  Decision-making  Hierarchical graph attention  Reinforcement learning  
Hierarchical Reinforcement Learning With Automatic Sub-Goal Identification 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1686-1696
作者:  Chenghao Liu;  Fei Zhu;  Quan Liu;  Yuchen Fu
Adobe PDF(5095Kb)  |  收藏  |  浏览/下载：134/48  |  提交时间：2021/09/03
Hierarchical control  hierarchical reinforcement learning  option  sparse reward  sub-goal  
Image captioning via hierarchical attention mechanism and policy gradient optimization 期刊论文
SIGNAL PROCESSING, 2020, 卷号: 167, 页码: 12
作者:  Yan, Shiyang;  Xie, Yuan;  Wu, Fangyu;  Smith, Jeremy S.;  Lu, Wenjin;  Zhang, Bailing
收藏  |  浏览/下载：211/0  |  提交时间：2020/03/30
Image captioning  Hierarchical attention mechanism  Generative adversarial network  Reinforcement learning  Policy gradient  
马氏决策过程的递阶强化学习与灵敏度分析 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2001
作者:  王利存
收藏  |  浏览/下载：167/0  |  提交时间：2015/09/02
强化学习  马氏决策过程  半马氏决策过程  灵敏度分析  递阶  算法  仿真  Reinforcement Learning  Markov Decision Processes  Semi-markov Decision Processes  Sensitivity Analysis  Hierarchical  Algorithm  Sim