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perhaps add IRIS, DART #26

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wassname opened this issue Jun 9, 2024 · 2 comments
Open

perhaps add IRIS, DART #26

wassname opened this issue Jun 9, 2024 · 2 comments

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@wassname
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wassname commented Jun 9, 2024

See Appendix 1 in https://arxiv.org/html/2406.01361v1

Model DreamerV3 (2023 preprint) IRIS DART
Steps 1M 1M 1M
Return 11.7±1.9 9.23±0.56 12.2±1.67
@wassname
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wassname commented Jun 9, 2024

Also we have delta-iris coming out, see Table 1 in https://openreview.net/forum?id=BiWIERWBFX. Although confusingly, it has an IRIS score that disagree with the above paper.

Return of 5.5 @ 1M

@wassname
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wassname commented Jun 9, 2024

P.S. A new version of crafter came out, in the craftax repo 100x faster. You might want to give it an official nod if you think the craftax_classic is a suitable substitute for crafter.

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