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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：86/0  |  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)  
Dynamic Causal Effects Evaluation in A/B Testing with a Reinforcement Learning Framework 期刊论文
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2022, 页码: 13
作者:  Shi, Chengchun;  Wang, Xiaoyu;  Luo, Shikai;  Zhu, Hongtu;  Ye, Jieping;  Song, Rui
收藏  |  浏览/下载：113/0  |  提交时间：2022/04/29
A/B testing  Causal inference  Online experiment  Online updating  Reinforcement learning  Sequential testing  
Laser Based Navigation in Asymmetry and Complex Environment 期刊论文
SYMMETRY-BASEL, 2022, 卷号: 14, 期号: 2, 页码: 18
作者:  Zhao, Yuchen;  Xie, Keying;  Liu, Qingfei;  Li, Yawen;  Wu, Tian
收藏  |  浏览/下载：96/0  |  提交时间：2022/04/02
deep reinforcement learning  navigation  obstacle avoidance  unmaned-vehicle