Model-Based Policy Search Using Monte Carlo Gradient Estimation With Real Systems Application
Author:
Affiliation:
1. Deptartment of Information Engineering, University of Padova, Padova, Italy
2. Mitsubishi Electric Research Laboratories (MERL), Cambridge, MA, USA
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Computer Science Applications,Control and Systems Engineering
Link
http://xplorestaging.ieee.org/ielx7/8860/9970416/09827590.pdf?arnumber=9827590
Reference46 articles.
1. Automatic differentiation in PyTorch;paszke;Proc Neural Inf Process Syst Workshop Autodiff,0
2. Sparse On-Line Gaussian Processes
3. A unifying view of sparse approximate Gaussian process regression;candela;J Mach Learn Res,2005
4. Gaussian Processes for Data-Efficient Learning in Robotics and Control
Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Ultra-fast tuning of neural network controllers with application in path tracking of autonomous vehicle;ISA Transactions;2024-06
2. Active Sensing for Data Quality Improvement in Model Learning;IEEE Control Systems Letters;2024
3. Guided Model-Based Policy Search Method for Fast Motor Learning of Robots With Learned Dynamics;IEEE Transactions on Automation Science and Engineering;2024
4. Kernel Methods and Gaussian Processes for System Identification and Control: A Road Map on Regularized Kernel-Based Learning for Control;IEEE Control Systems;2023-10
5. Model-Based Learning Controller Design for a Furuta Pendulum;2023 9th International Conference on Control, Decision and Information Technologies (CoDIT);2023-07-03
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3