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Yes, the concept of dreaming or imagining has already been explored in reinforcement learning. For example, have a look at Metacontrol for Adaptive Imagination-Based Optimization (2017) by Jessica B. Hamrick et al., which is a paper that I gave a talk/presentation on 1-2 years ago (though I don't remember well the details anymore). There is also a blog post ...


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