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Prototypical Context-Aware Dynamics for Generalization in Visual Control With Model-Based Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 页码: 11
作者:  Wang, Junjie;  Zhang, Qichao;  Mu, Yao;  Li, Dong;  Zhao, Dongbin;  Zhuang, Yuzheng;  Luo, Ping;  Wang, Bin;  Hao, Jianye
收藏  |  浏览/下载：7/0  |  提交时间：2024/07/04
Context-aware  dynamics generalization  model-based reinforcement learning  visual control  
Graph Reinforcement Learning for Multi-Aircraft Conflict Resolution 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT VEHICLES, 2024, 卷号: 9, 期号: 3, 页码: 4529-4540
作者:  Li, Yumeng;  Zhang, Yunhe;  Guo, Tong;  Liu, Yu;  Lv, Yisheng;  Du, Wenbo
收藏  |  浏览/下载：6/0  |  提交时间：2024/07/03
Aircraft  Air traffic control  Decision making  Atmospheric modeling  Intelligent vehicles  Scalability  Reinforcement learning  Conflict resolution  graph reinforcement learning  air traffic management  
Online Off-Policy Reinforcement Learning for Optimal Control of Unknown Nonlinear Systems Using Neural Networks 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 页码: 11
作者:  Zhu, Liao;  Wei, Qinglai;  Guo, Ping
收藏  |  浏览/下载：4/0  |  提交时间：2024/07/03
Adaptive dynamic programming  nonlinear systems  online learning  optimal control  reinforcement learning (RL)  
Boosting On-Policy Actor-Critic With Shallow Updates in Critic 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 10
作者:  Li, Luntong;  Zhu, Yuanheng
收藏  |  浏览/下载：6/0  |  提交时间：2024/07/03
Artificial neural networks  Vectors  Task analysis  Training  Representation learning  Approximation algorithms  Optimization  Actor-critic  deep reinforcement learning (DRL)  proximal policy optimization (PPO)  shallow reinforcement learning (SRL)  
Quadrupedal Locomotion in an Energy-efficient Way Based on Reinforcement Learning 期刊论文
INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2024, 页码: 11
作者:  Hao, Tiantian;  Xu, De;  Yan, Shaohua
收藏  |  浏览/下载：8/0  |  提交时间：2024/07/03
Energy-efficient motion  quadruped robot  reinforcement learning  virtual model control  
Nearly optimal stabilization of unknown continuous-time nonlinear systems: A new parallel control approach 期刊论文
NEUROCOMPUTING, 2024, 卷号: 578, 页码: 12
作者:  Lu, Jingwei;  Wang, Xingxia;  Wei, Qinglai;  Wang, Fei-Yue
收藏  |  浏览/下载：2/0  |  提交时间：2024/07/03
Adaptive dynamic programming (ADP)  Integral reinforcement learning (IRL)  Nearly optimal control  Nonaffine nonlinearity  Parallel control  Unknown nonlinear systems  
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：4/0  |  提交时间：2024/07/03
Mobility-on-demand system  vehicle repositioning  hierarchical graph reinforcement learning  auxiliary graph reinforcement learning  
Self-Organized Routing for Autonomous Vehicles via Deep Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 卷号: 73, 期号: 1, 页码: 426-437
作者:  Pei, Huaxin;  Zhang, Jiawei;  Zhang, Yi;  Xu, Huile;  Li, Li
收藏  |  浏览/下载：6/0  |  提交时间：2024/07/03
Routing  Autonomous vehicles  Vehicle-to-everything  Vehicle dynamics  Estimation  Automation  Traffic congestion  self-organized  deep reinforcement learning  autonomous vehicle  
A Human-Robot Collaboration Controller Utilizing Confidence for Disagreement Adjustment 期刊论文
IEEE TRANSACTIONS ON ROBOTICS, 2024, 卷号: 40, 页码: 2081-2097
作者:  Ma, Muyuan;  Cheng, Long
收藏  |  浏览/下载：4/0  |  提交时间：2024/07/03
Intention estimation  physical human-robot interaction (pHRI)  reinforcement learning  
A Bio-Inspired Integration Model of Basal Ganglia and Cerebellum for Motion Learning of a Musculoskeletal Robot 期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2024, 卷号: 37, 期号: 1, 页码: 82-113
作者:  Zhang, Jinhan;  Chen, Jiahao;  Zhong, Shanlin;  Qiao, Hong
收藏  |  浏览/下载：5/0  |  提交时间：2024/07/03
Basal ganglia and cerebellum  bio-inspired integration model  motion learning  muscu-loskeletal robot  reinforcement learning