MrJun's Blog - 学习经验分享

About

Hi, I am MrJun!

我是MrJun,99年Boy,目前研三;

我的主要兴趣爱好是编写各种有趣的web、app应用,学习与研究方向是深度学习、强化学习智能控制;

我的主要技能有:

  • 学术编程:pytorch, paddle, matplotlib, numpy;
  • 前端开发:vue, javascript, html, css;
  • 后端开发:php, golang, nodejs, python;

My Works

Businesse

Publication

Journal

  • Wenjun Huang, Yunduan Cui, Huiyun Li and Xinyu Wu (2023): Practical Probabilistic Model-based Reinforcement Learning by Integrating Dropout Uncertainty and Trajectory Sampling (IEEE Transactions on Neural Networks and Learning Systems (TNNLS), JCR Q1, IF=10.2)( Github, IEEE Xplore );
  • Shangde Li, Wenjun Huang, Chenyang Miao, Kun Xu, Yidong Chen, Tianfu Sun, Yunduan Cu (2024): Efficient Robot Manipulation via Reinforcement Learning with Dynamic Movement Primitives-based Policy (Applied Sciences, JCR Q1, IF=2.7);
  • In progress: 3 Q1 papers are under review;

Invention Patent

  • 基于深度强化学习无模型自适应混水温度控制系统及方法;
  • 基于图像识别的火锅温度自动控制方法、系统及介质;