Symbolic Abstractions From Data: A PAC Learning Approach
Author:
Affiliation:
1. University of California,Dept. of Electrical Engineering and Computer Sciences,Berkeley
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9682670/9682776/09683316.pdf?arnumber=9683316
Reference19 articles.
1. A theory of the learnable
2. Data-Driven Reachable Set Computation using Adaptive Gaussian Process Classification and Monte Carlo Methods
3. Estimating reachable sets with scenario optimization;devonport;ser Proceedings of Machine Learning Research,2020
4. Scenario-Based Probabilistic Reachable Sets for Recursively Feasible Stochastic Model Predictive Control
5. DryVR: data-driven verification and compositional reasoning for automotive systems;fan;International Conference on Computer Aided Verification,2017
Cited by 18 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. A Stability-Based Abstraction Framework for Reach-Avoid Control of Stochastic Dynamical Systems with Unknown Noise Distributions;2024 European Control Conference (ECC);2024-06-25
2. Scenario Approach and Conformal Prediction for Verification of Unknown Systems via Data-Driven Abstractions;2024 European Control Conference (ECC);2024-06-25
3. Data-driven abstraction-based control synthesis;Nonlinear Analysis: Hybrid Systems;2024-05
4. Enhancing Data-Driven Stochastic Control via Bundled Interval MDP;IEEE Control Systems Letters;2024
5. Formal synthesis of controllers for safety-critical autonomous systems: Developments and challenges;Annual Reviews in Control;2024
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