Parallel Reinforcement Learning

机译：并行强化学习

获取原文

获取原文并翻译 | 示例

页面导航

摘要
著录项
相似文献
相关主题

摘要

We examine the dynamics of multiple reinforcement learning agents who are interacting with and learning from the same environment in parallel. Due to the stochasticity of the environment, each agent will have a different learning experience though they should all ultimately converge upon the same value function. The agents can accelerate the learning process by sharing information at periodic points during the learning process.

机译：我们研究了与同一环境并行交互并从中学习的多个强化学习代理的动态。由于环境的随机性，尽管每个代理商最终都将最终集中在相同的价值功能上，但他们会有不同的学习经验。代理可以通过在学习过程中定期共享信息来加快学习过程。

著录项

来源
《World Multiconference on Systemics, Cybernetics and Informatics(SCI 2002) v.6: Industrial Systems and Engineering I; 20020714-20020718; Orlando,FL; US》|2002年|P.114-118|共5页
会议地点 Orlando FL(US);Orlando FL(US)
作者
R. Matthew Kretchmar;
展开▼
作者单位

Mathematics and Computer Science, Denison University Granville, OH 43023, USA;

展开▼
会议组织
原文格式 PDF
正文语种 eng
中图分类计算技术、计算机技术;
关键词
reinforcement learning; parallel agents; multi-agent learning;

机译：强化学习;并行智能体;多智能体学习;

相似文献

外文文献
中文文献
专利

1. Efficient Dynamic Pinning of Parallelized Applications by Distributed Reinforcement Learning [J] . Chasparis Georgios C., Rossbory Michael International journal of parallel programming . 2019,第1期

机译：通过分布式强化学习对并行应用程序进行有效的动态固定
2. Efficient Dynamic Pinning of Parallelized Applications by Distributed Reinforcement Learning [J] . Chasparis Georgios C., Rossbory Michael International journal of parallel programming . 2019,第1期

机译：分布式增强学习高效动态固定平行化应用
3. Parallel Implementation of Reinforcement Learning Q-Learning Technique for FPGA [J] . Da Silva Lucileide M. D., Torquato Matheus F., Fernandes Marcelo A. C. Quality Control, Transactions . 2019,第期

机译：FPGA强化学习Q学习技术的并行实现
4. Parallelization of Reinforcement Learning Algorithms for Video Games [C] . Marek Ropel, Witold Szczurek Asian Conference on Intelligent Information and Database Systems . 2021

机译：视频游戏加固学习算法的平行化
5. Parallels between gambling and amphetamine reinforcement in pathological gamblers and healthy controls and the role of sensitization [D] . Chugani, Bindiya 2012

机译：病理赌徒和健康对照者之间赌博和苯丙胺强化之间的平行性以及致敏作用
6. Applying Deep Reinforcement Learning to Cable Driven Parallel Robots for Balancing Unstable Loads: A Ball Case Study [O] . Alex Grimshaw, John Oyekan 2020

机译：应用深度加固学习以电缆驱动的平行机器人平衡不稳定载荷：球案例研究
7. Efficient Dynamic Pinning of Parallelized Applications by Distributed Reinforcement Learning [O] . Chasparis, Georgios C., Rossbory, Michael 2016

机译：分布式系统实现并行化应用的高效动态钉扎强化学习

Parallel Reinforcement Learning

摘要

著录项

相似文献

相关主题

期刊订阅