/dreamerv3-pytorch

Implementation of Dreamer v3, Deepmind's first neural network that was able to learn to collect diamonds in Minecraft, in Pytorch

MIT LicenseMIT

Dreamer v3 - Pytorch (wip)

Implementation of Dreamer v3 in Pytorch, first neural network to be able to collect diamonds in the game of Minecraft, without any pretraining.

Update: Edan Meyer has uncovered that the authors increased the speed at which the blocks break in Minecraft, so it may not be a fair comparison to previous work.

Citations

@inproceedings{Hafner2023MasteringDD,
    title   = {Mastering Diverse Domains through World Models},
    author  = {Danijar Hafner and J. Pa{\vs}ukonis and Jimmy Ba and Timothy P. Lillicrap},
    year    = {2023}
}