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ADL Final Project

DQfD

Prerequest

System

  • DISTRIB_ID=Ubuntu
  • DISTRIB_RELEASE=16.04
  • DISTRIB_CODENAME=xenial
  • DISTRIB_DESCRIPTION="Ubuntu 16.04.2 LTS"

Library

  • OpenAI Gym Atari environment
  • Pytorch 0.3

Please refer to OpenAI's page if you have any problem while installing.

Demonstration Data

  • linux10.csie.ntu.edu.tw:/tmp2/B03902080/<Enduro, Seaquest, SpaceInvaders>

How to run :

training dqfd:

  • $ python main.py --train --type dqfd --demo_file <demo_file> --env_name <env_name>

testing dqfd:

  • $ python main.py --test --type dqfd --model_path <model_path> --env_name <env_name>

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