首页 开发技术 Javascript     /    MarkovDecisionProcesses:运行策略迭代,值迭代和Q学习算法来解决MDP问题-源码

MarkovDecisionProcesses:运行策略迭代,值迭代和Q学习算法来解决MDP问题-源码

上传者: weixin_42135753 | 上传时间:2024/1/11 9:14:12 | 文件大小:3.63MB | 文件类型:ZIP
MarkovDecisionProcesses:运行策略迭代,值迭代和Q学习算法来解决MDP问题-源码
马尔可夫决策过程概述该存储库运行3种强化算法:策略迭代,值迭代和Q学习,以解决2个MDP问题:悬崖行走和20X20冻湖网格,并比较它们的性能。
运行步骤需要Python3.6使用pip从Requirements.txt安装需求使用python3运行以下命令以创建数据和图形文件:pythonrun_experiment.py-全部pythonrun_experiment.py--plot获得的结果有关获得的结果的更多信息,请参考Analysis.pdf。
悬崖行走问题问题结果冻湖网格问题问题结果

文件下载

资源详情

[{"title":"(30个子文件3.63MB)MarkovDecisionProcesses:运行策略迭代,值迭代和Q学习算法来解决MDP问题-源码","children":[{"title":"MarkovDecisionProcesses-master","children":[{"title":"Book1.xlsx <span style='color:#111;'>17.44KB</span>","children":null,"spread":false},{"title":"~$ohan8-analysis.docx <span style='color:#111;'>162B</span>","children":null,"spread":false},{"title":"results","children":[{"title":"Picture7.png <span style='color:#111;'>28.76KB</span>","children":null,"spread":false},{"title":"Picture4.png <span style='color:#111;'>28.87KB</span>","children":null,"spread":false},{"title":"Picture2.png <span style='color:#111;'>5.14KB</span>","children":null,"spread":false},{"title":"Picture1.png <span style='color:#111;'>1.02KB</span>","children":null,"spread":false},{"title":"Picture6.png <span style='color:#111;'>96.65KB</span>","children":null,"spread":false},{"title":"Picture8.png <span style='color:#111;'>98.76KB</span>","children":null,"spread":false},{"title":"Picture3.png <span style='color:#111;'>29.29KB</span>","children":null,"spread":false},{"title":"Picture5.png <span style='color:#111;'>96.57KB</span>","children":null,"spread":false}],"spread":true},{"title":"experiments","children":[{"title":"value_iteration.py <span style='color:#111;'>3.37KB</span>","children":null,"spread":false},{"title":"policy_iteration.py <span style='color:#111;'>3.67KB</span>","children":null,"spread":false},{"title":"plotting.py <span style='color:#111;'>16.27KB</span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'>198B</span>","children":null,"spread":false},{"title":"q_learner.py <span style='color:#111;'>7.32KB</span>","children":null,"spread":false},{"title":"base.py <span style='color:#111;'>8.44KB</span>","children":null,"spread":false}],"spread":true},{"title":"~WRL2301.tmp <span style='color:#111;'>1.62MB</span>","children":null,"spread":false},{"title":"requirements.txt <span style='color:#111;'>161B</span>","children":null,"spread":false},{"title":".gitignore <span style='color:#111;'>1.76KB</span>","children":null,"spread":false},{"title":"Analysis.pdf <span style='color:#111;'>1.88MB</span>","children":null,"spread":false},{"title":"run_experiment.py <span style='color:#111;'>5.76KB</span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'>940B</span>","children":null,"spread":false},{"title":"environments","children":[{"title":"__init__.py <span style='color:#111;'>2.02KB</span>","children":null,"spread":false},{"title":"frozen_lake.py <span style='color:#111;'>6.88KB</span>","children":null,"spread":false},{"title":"cliff_walking.py <span style='color:#111;'>5.30KB</span>","children":null,"spread":false}],"spread":true},{"title":"solvers","children":[{"title":"value_iteration.py <span style='color:#111;'>2.53KB</span>","children":null,"spread":false},{"title":"policy_iteration.py <span style='color:#111;'>2.86KB</span>","children":null,"spread":false},{"title":"__init__.py <span style='color:#111;'>185B</span>","children":null,"spread":false},{"title":"q_learning.py <span style='color:#111;'>6.17KB</span>","children":null,"spread":false},{"title":"base.py <span style='color:#111;'>5.79KB</span>","children":null,"spread":false}],"spread":true}],"spread":false}],"spread":true}]

评论信息

免责申明

【好快吧下载】的资源来自网友分享,仅供学习研究,请务必在下载后24小时内给予删除,不得用于其他任何用途,否则后果自负。基于互联网的特殊性,【好快吧下载】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查;无论 【好快吧下载】 经营者是否已进行审查,用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场,基于网友分享,根据中国法律《信息网络传播权保护条例》第二十二条之规定,若资源存在侵权或相关问题请联系本站客服人员,8686821#qq.com,请把#换成@,本站将给予最大的支持与配合,做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明