- Jul 2023
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arxiv.org arxiv.org
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Bowen Baker et. al. (Open AI) "Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos" Arkiv, June 2022.
Introduction of VPT : New semi-supervied pre-trained model for sequential decision making on Minecraft. Data are from human video playthroughs but are unlabelled.
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- Apr 2023
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arxiv.org arxiv.org
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Bowen Baker et. al. (Open AI) "Video PreTraining (VPT): Learning to Act by Watching Unlabeled Online Videos" Arkiv, June 2022.
New supervised pre-trained model for sequential decision making on Minecraft. Data are from human video playthroughs but are unlabelled.
reinforcement-learning foundation-models pretrained-models proj-minerl minecraft
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- Nov 2022
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arxiv.org arxiv.org
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"On the Opportunities and Risks of Foundation Models" This is a large report by the Center for Research on Foundation Models at Stanford. They are creating and promoting the use of these models and trying to coin this name for them. They are also simply called large pre-trained models. So take it with a grain of salt, but also it has a lot of information about what they are, why they work so well in some domains and how they are changing the nature of ML research and application.
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