Vissim-Python-PyTorch-DQN

Description

针对常见的双向六车道四相位单交叉口，使用深度强化学习研究自适应交通信号控制，只考虑直行和左转车道。本文与一般的DRL控制方法不同。状态为目前实际检测器能够获取的每周期的车流量、平均车速、排队长度数据，动作为适合有倒计时显示器的固定周期下的不同绿信比。基于Vissim交通仿真软件，使用Python完成COM接口开发，封装为Gym环境，设计PyQt界面，完成PyTorch框架的DQN算法。

Software Architecture

Software architecture description

Installation

1. xxxx
2. xxxx
3. xxxx

Instructions

1. xxxx
2. xxxx
3. xxxx

Contribution

1. Fork the repository
2. Create Feat_xxx branch
3. Commit your code
4. Create Pull Request

Gitee Feature

1. You can use Readme_XXX.md to support different languages, such as Readme_en.md, Readme_zh.md
2. Gitee blog blog.gitee.com
3. Explore open source project https://gitee.com/explore
4. The most valuable open source project GVP
5. The manual of Gitee https://gitee.com/help
6. The most popular members https://gitee.com/gitee-stars/