
What are generalist agents and why they can change the AI game (Ep. 199)
Data Science at Home
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The Benefits of Having a Generalist Model
There are several benefits of having a generalist model. You no longer need to handcraft policy models with appropriate inductive bias for each domain, which is usually the case when you have multiple specialized models that are put together in forming a so called generalized agent. And it also, it increases the amount and diversity of training data because different domains come from different sources. So what does this model do? Well, first of all, this model injests a number of imput imputs that, of course, come from different domains. For example, there is tacs. There are atary images and discrete action when it comes to playing arcade games. It's something that require sdedicated
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