Transferring knowledge as heuristics in reinforcement learning: A case-based approach

Author:

Bianchi Reinaldo A.C.ORCID,Celiberto Luiz A.,Santos Paulo E.,Matsuura Jackson P.,Lopez de Mantaras Ramon

Funder

Fundação de Amparo à Pesquisa do Estado de São Paulo

Publisher

Elsevier BV

Subject

Artificial Intelligence,Linguistics and Language,Language and Linguistics

Reference60 articles.

1. Reinforcement Learning: An Introduction;Sutton,1998

2. Transfer learning for reinforcement learning domains: a survey;Taylor;J. Mach. Learn. Res.,2009

3. An introduction to inter-task transfer for reinforcement learning;Taylor;AI Mag.,2011

4. Accelerating reinforcement learning by composing solutions of automatically identified subtasks;Drummond;J. Artif. Intell. Res.,2002

5. Combining manual feedback with subsequent MDP reward signals for reinforcement learning;Knox,2010

Cited by 46 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. Disassembly line optimization with reinforcement learning;Central European Journal of Operations Research;2024-03-09

2. The Mountain Car Problem with a Dynamical and Finite Energy System;2024 10th International Conference on Mechatronics and Robotics Engineering (ICMRE);2024-02-27

3. Transfer Reinforcement Learning for Combinatorial Optimization Problems;Algorithms;2024-02-18

4. Fuzzy Transfer Learning Algorithm with Knowledge-Task Matching;2023 9th International Conference on Information, Cybernetics, and Computational Social Systems (ICCSS);2023-06-02

5. Mobile Service Robot Path Planning Using Deep Reinforcement Learning;IEEE Access;2023

同舟云学术

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