206
GitHub - junhyukoh/self-imitation-learning
source link: https://github.com/junhyukoh/self-imitation-learning
Go to the source link to view the article. You can view the picture content, updated content and better typesetting reading experience. If the link is broken, please click the button below to view the snapshot at that time.
README.md
Introduction
This repository is an implementation of ICML 2018 Self-Imitation Learning in Tensorflow.
@inproceedings{Oh2018SIL,
title={Self-Imitation Learning},
author={Junhyuk Oh and Yijie Guo and Satinder Singh and Honglak Lee},
booktitle={ICML},
year={2018}
}
Our code is based on OpenAI Baselines.
Training
The following command runs A2C+SIL
on Atari games:
python baselines/a2c/run_atari_sil.py --env FreewayNoFrameskip-v4
The following command runs PPO+SIL
on MuJoCo tasks:
python baselines/ppo2/run_mujoco_sil.py --env Ant-v2 --num-timesteps 10000000 --lr 5e-05
Recommend
About Joyk
Aggregate valuable and interesting links.
Joyk means Joy of geeK