Skip to content

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

License

Notifications You must be signed in to change notification settings

hertera1/dreamerv3-pytorch

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

3 Commits
 
 
 
 
 
 

Repository files navigation

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}
}

About

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

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published