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Model-Free Reinforcement Learning by Embedding an Auxiliary System for Optimal Control of Nonlinear Systems 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 4, 页码: 1520-1534
作者:  Xu, Zhenhui;  Shen, Tielong;  Cheng, Daizhan
收藏  |  浏览/下载：118/0  |  提交时间：2022/06/21
Mathematical model  Trajectory  Heuristic algorithms  Optimal control  System dynamics  Artificial neural networks  Convergence  Approximate optimal control design  auxiliary trajectory  completely model-free  integral reinforcement learning (IRL)  
Time-optimal path tracking for robots under dynamics constraints based on convex optimization 期刊论文
ROBOTICA, 2016, 卷号: 34, 期号: 9, 页码: 2116-2139
作者:  Zhang, Qiang;  Li, Shurong;  Guo, Jian-Xin;  Gao, Xiao-Shan
收藏  |  浏览/下载：167/0  |  提交时间：2018/07/30
Robotic manipulators  Motor dynamics  Path tracking  Optimal trajectory  Optimal control  Convex optimization