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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：11/4  |  提交时间：2024/07/18
Reinforcement learning  representation learning  subtask planning  task decomposition  pretraining.  
Novel Adaptive Memory Event-Triggered-Based Fuzzy Robust Control for Nonlinear Networked Systems via the Differential Evolution Algorithm 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1836-1848
作者:  Wei Qian;  Yanmin Wu;  Bo Shen
Adobe PDF(2197Kb)  |  收藏  |  浏览/下载：17/5  |  提交时间：2024/07/16
Adaptive memory event-triggered (AMET)  differential evolution algorithm  fuzzy optimization robust control  interval type-2 (IT2) fuzzy technique  
UAV Path Planning with Terrain Constraints for Aerial Scanning. 期刊论文
IEEE Transactions on Intelligent Vehicles, 2024, 卷号: 9, 期号: 1, 页码: 1189-1203
作者:  Jinbiao Yuan;  Zhenbao Liu;  Xiaoyu Xiong;  Yunfeng Ai;  Long Chen;  Bin Tian
Adobe PDF(3939Kb)  |  收藏  |  浏览/下载：75/20  |  提交时间：2024/06/20
Power Control Based on Deep Reinforcement Learning for Spectrum Sharing 期刊论文
IEEE Transactions on Wireless Communications, 2024, 卷号: 19, 期号: 6, 页码: 4209-4219
作者:  Zhang,Haijun;  Yang,Ning;  Huangfu,Wei;  Long,Keping;  Leung,VictorCM
Adobe PDF(1925Kb)  |  收藏  |  浏览/下载：43/17  |  提交时间：2024/06/12
Deep Reinforcement Learning or Lyapunov Analysis? A Preliminary Comparative Study on Event-Triggered Optimal Control 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1702-1704
作者:  Jingwei Lu;  Lefei Li;  Qinglai Wei;  Fei-Yue Wang
Adobe PDF(501Kb)  |  收藏  |  浏览/下载：54/16  |  提交时间：2024/06/07
Discovering Latent Variables for the Tasks With Confounders in Multi-Agent Reinforcement Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1591-1604
作者:  Kun Jiang;  Wenzhang Liu;  Yuanda Wang;  Lu Dong;  Changyin Sun
Adobe PDF(2128Kb)  |  收藏  |  浏览/下载：42/15  |  提交时间：2024/06/07
Latent variable model  maximum entropy  multi-agent reinforcement learning (MARL)  multi-agent system  
Interpolated Bumpless Transfer Control for Asynchronously Switched Linear Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1579-1590
作者:  Shengao Lu;  Tong Wu;  Lixian Zhang;  Jianan Yang;  Ye Liang
Adobe PDF(2718Kb)  |  收藏  |  浏览/下载：36/14  |  提交时间：2024/06/07
Asynchronous switching  bumpless transfer  H∞ control  switched systems  
Ultimately Bounded Output Feedback Control for Networked Nonlinear Systems With Unreliable Communication Channel: A Buffer-Aided Strategy 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1566-1578
作者:  Yuhan Zhang;  Zidong Wang;  Lei Zou;  Yun Chen;  Guoping Lu
Adobe PDF(2016Kb)  |  收藏  |  浏览/下载：34/11  |  提交时间：2024/06/07
Buffer-aided strategy  neural networks  nonlinear control  output-feedback control  unreliable communication channel  
Learning Heterogeneous Agent Cooperation via Multiagent League Training 期刊论文
IFAC World Congress, 2023, 页码: IFAC PapersOnLine 56-2 (2023) 3033-3040
作者:  Qingxu, Fu;  Xiaolin Ai;  Jianqiang Yi;  Tenghai Qiu;  Wanmai Yuan;  Zhiqiang Pu
Adobe PDF(996Kb)  |  收藏  |  浏览/下载：41/12  |  提交时间：2024/06/05
Constrained-cost adaptive dynamic programming for optimal control of discrete-time nonlinear systems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 卷号: 35, 期号: 3, 页码: 3251 - 3264
作者:  Wei, Qinglai;  Li, Tao
Adobe PDF(8471Kb)  |  收藏  |  浏览/下载：57/21  |  提交时间：2024/05/28
Adaptive dynamic programming  approximate dynamic programming  constrained cost  optimal control  reinforcement learning