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google-research / batch_rl

Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games
https://offline-rl.github.io/
Apache License 2.0
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Could you please release Score_{min} and Score_{max} for atari games? #41

Open wtrvegeword opened 4 weeks ago

wtrvegeword commented 4 weeks ago

I am designing an algorithm using atari offline dataset, but the cumulative returns evaluated are not normalized. In order to compare with other baselines, I want to obtain results of these atari games mainly includes Score{min} and Score{max}. Is it possible to release Score{min} and Score{max} for atari games?

agarwl commented 5 days ago

Human scores here: https://arxiv.org/pdf/2211.15144

Scores for some of the games specified here: https://arxiv.org/pdf/2112.04716

image

I'll try to dig up the random scores and max dqn scores too (but might be slow to respond).