PR-final

Table of Content

• Requirements
• Installation
• Module Design

Requirements

• Linux or OSX
• python 2.7.x

Installation

pip install -r requirements.txt

Module Design

models to save humans' experience we've collected

result experiments results

Network implementation (Deep Q network)

• DQN_RL_brain.py Natural DQN
• DDQN_RL_brain.py Double DQN

collector

• car_collector.py
• maze_collector.py

experiments

• car_DDQN_test.py
• car_DQN_test.py
• maze_DQN_test.py
• maze_DDQN_test.py

demonstration

• demo.py