google-deepmind / google-deepmind/deepmind-research

[RL Unplugged] Pre-Processing of Atari Datasets

Open
#175 0 comments 0 reactions 0 assignees View on GitHub
Dominant language
Jupyter Notebook
Stars
15.2k
Forks
2.9k
PR merge metrics
No merged PRs in 30d

Description

Was max-pooling of the last two frames performed in the pre-processing of the Atari datasets?

The DQN Replay Dataset (An Optimistic Perspective on Offline Reinforcement Learning (ICML, 2020)) does max-pooling of the last two frames, and as a result, the images seem to be rather blurry, while the images in the RL Unplugged Atari dataset seem a lot clearer.

Contributor guide

Open the contributing guide

Assessment

This issue has not been assessed yet.

Get new issues in your inbox

A short digest of beginner-friendly GitHub issues.