基于transformer的序列建模强化学习算法开发.zip

# 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](https://arxiv.org/abs/2106.01345). ## Overview Official codebase for [Decision Transformer: Reinforcement Learning via Sequence Modeling](https://sites.google.com/berkeley.edu/decision-transformer). 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. ## License MIT