What is create_saliency.py

microsoft / IBAC-SNI

Code to reproduce the NeurIPS 2019 paper "Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck" by Maximilian Igl, Kamil Ciosek, Yingzhen Li, Sebastian Tschiatschek, Cheng Zhang, Sam Devlin and Katja Hofmann.

https://arxiv.org/abs/1910.12911

Other

52 stars 17 forks source link

What is create_saliency.py #7

Closed KaiyangZhou closed 4 years ago

KaiyangZhou commented 4 years ago

Could you give a brief explanation for create_saliency.py and how it should be used? Thanks

maximilianigl commented 4 years ago

It was used to create saliency plots under different regularization methods. But I didn't find the images very insightful, so I didn't pursue it further nor put them into the paper. The code might need a few adaptations to work - not sure, I haven't looked at it in a while. In case it doesn't work right out of the box and you make it work, it would be great if you have the time for a PR.

KaiyangZhou commented 4 years ago

cool, thanks for your explanation