GSM8k environment implemented with aviary, allowing agents to solve math word problems from the GSM8k dataset.
The citation for GSM8k is given below:
@article{gsm8k-paper,
title = {Training verifiers to solve math word problems},
author = {Cobbe, Karl and Kosaraju, Vineet and Bavarian, Mohammad and Chen, Mark and Jun, Heewoo and Kaiser, Lukasz and
Plappert, Matthias and Tworek, Jerry and Hilton, Jacob and Nakano, Reiichiro and others},
journal = {arXiv preprint arXiv:2110.14168},
year = {2021}
}[1] Cobbe, K., Kosaraju, V., Bavarian, M., Chen, M., Jun, H., Kaiser, L., Plappert, M., Tworek, J., Hilton, J., Nakano, R. and Hesse, C., 2021. Training verifiers to solve math word problems. arXiv preprint arXiv:2110.14168.
To install the GSM8k environment, run the following command:
pip install fhaviary[gsm8k]