Github GitHub - kzl/decision-transformer: Official codebase for Decision Transfo...
source link: https://github.com/kzl/decision-transformer
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.
Decision Transformer
Lili Chen*, Kevin Lu*, Aravind Rajeswaran, Kimin Lee, Aditya Grover, Michael Laskin, Pieter Abbeel, Aravind Srinivas†, and Igor Mordatch†
*equal contribution, †equal advising
A link to our paper can be found on arXiv.
Overview
Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling. Contains scripts to reproduce experiments.
Instructions
We provide code in two sub-directories: atari containing code for Atari experiments and gym containing code for OpenAI Gym experiments.
See corresponding READMEs in each folder for instructions; scripts should be run from the respective directories.
It may be necessary to add the respective directories to your PYTHONPATH.
Citation
Please cite our paper as:
@article{chen2021decisiontransformer,
title={Decision Transformer: Reinforcement Learning via Sequence Modeling},
author={Lili Chen and Kevin Lu and Aravind Rajeswaran and Kimin Lee and Aditya Grover and Michael Laskin and Pieter Abbeel and Aravind Srinivas and Igor Mordatch},
journal={arXiv preprint arXiv:2106.01345},
year={2021}
}
Note: this is not an official Google or Facebook product.
Recommend
About Joyk
Aggregate valuable and interesting links.
Joyk means Joy of geeK