项目作者: barisalhan

项目描述 :
Software used for creating 2D highway traffic scenarios to train deep reinforcement learning models.
高级语言: Python
项目地址: git://github.com/barisalhan/Tactical-Lane-Changing.git
创建时间: 2019-06-26T14:58:12Z
项目社区:https://github.com/barisalhan/Tactical-Lane-Changing

开源协议:

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Overview

It is a software that creates a traffic simulation environment with model-based traffic agents and with a user-controlled vehicle which we will call the ego vehicle.

Core Features:

  • Software can be connected to the gym environment.
    • The ego vehicle could be trained with reinforcement-learning algorithms to survive in a traffic environment by making intelligent lane change movements.
  • Custom highway environment can be created by adjusting these values:
    • Number of lanes
    • Number of vehicles
    • Agression and politeness factors of traffic agents
    • Initial distances between vehicles
    • Traffic rules => UK rules or USA rules