junhyukoh / Self Imitation Learning
Licence: mit
ICML 2018 Self-Imitation Learning
Stars: ✭ 241
Programming Languages
python
139335 projects - #7 most used programming language
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
Note that the project description data, including the texts, logos, images, and/or trademarks,
for each open source project belongs to its rightful owner.
If you wish to add or remove any projects, please contact us at [email protected].