项目作者: markvasin

项目描述 :
Reinforcement Learning Project - Mountain Car
高级语言: Jupyter Notebook
项目地址: git://github.com/markvasin/RL_mountain_car.git
创建时间: 2020-05-30T16:40:56Z
项目社区:https://github.com/markvasin/RL_mountain_car

开源协议:

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Reinforcement Learning Project - Mountain Car

This repository contains the code and report for the Reinforcement Learning project about Mountain Car.

Mountain Car

The goal of this problem is to get the under-power car to the top of the mountain. The states consisted of 2D continuous values of position (-1.2 to 0.6) and velocity (-0.07 to 0.07), and the available actions are move left (0), stay (1) and move right (2). For each time step, there is a reward (penalty) of -1 until the goal is reached.

mountain-car

Tools and Libraries

Algorithms

  • Q-Learning
  • SARSA
  • Radial Basis Functions

Learning Curve

plot