Explainable AI methods on a deep reinforcement learning agent for automatic docking
Author:
Publisher
Elsevier BV
Subject
Control and Systems Engineering
Reference26 articles.
1. Explaining individual predictions when features are dependent: More accurate approximations to shapley values;Aas;Artificial Intelligence,2020
2. Automatic ship berthing using artificial neural network trained by consistent teaching data using nonlinear programming method;Ahmed;Engineering Applications of Artificial Intelligence,2013
3. Docking control of an autonomous underwater vehicle using reinforcement learning;Anderlini;Applied Sciences,2019
4. Machine learning under a modern optimization lens;Bertsimas,2019
5. Near-optimal nonlinear regression trees;Bertsimas;Operations Research Letters,2021
Cited by 13 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. Automatic unberthing for underactuated unmanned surface vehicle: Model-based planning and control approaches in constricted harbors;Ocean Engineering;2024-11
2. Analyzing deep reinforcement learning model decisions with Shapley additive explanations for counter drone operations;Applied Intelligence;2024-09-10
3. Reinforcement learning based robot navigation using illegal actions for autonomous docking of surface vehicles in unknown environments;Engineering Applications of Artificial Intelligence;2024-07
4. Explaining Deep Reinforcement Learning Policies with SHAP, Decision Trees, and Prototypes;2024 32nd Mediterranean Conference on Control and Automation (MED);2024-06-11
5. Explainable reinforcement learning for distribution network reconfiguration;Energy Reports;2024-06
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