google-deepmind / google-deepmind/deepmind-research
[RL Unplugged] Pre-Processing of Atari Datasets
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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.
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