Implementation of TESP in Pytorch.
You can use the main.py
script in order to run meta reinforcement learning experiments with TESP. This script was tested with Python 3.7.
python main.py --env-name HalfCheetahDir-v1 --output-folder TESP-halfcheetah-dir --device cuda
This repository are based on the paper
Lan L, Li Z, Guan X, et al. Meta Reinforcement Learning with Task Embedding and Shared Policy[J]. arXiv preprint arXiv:1905.06527, 2019. [ArXiv]
If you want to cite this paper
@article{lan2019meta,
title={Meta Reinforcement Learning with Task Embedding and Shared Policy},
author={Lan, Lin and Li, Zhenguo and Guan, Xiaohong and Wang, Pinghui},
journal={arXiv preprint arXiv:1905.06527},
year={2019}
}