omega
A number of agents (PPO, MuZero) with a Perceiver-based NN architecture that can be trained to achieve goals in nethack/minihack environments. (by hr0nix)
EfficientZero
Fork of EfficientZero to use newer libraries and to fix a few runtime bugs. Also includes pretrained models! (by steventrouble)
omega | EfficientZero | |
---|---|---|
1 | 1 | |
36 | 7 | |
- | - | |
0.0 | 5.0 | |
over 1 year ago | about 1 year ago | |
Python | Python | |
GNU General Public License v3.0 only | GNU General Public License v3.0 only |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
omega
Posts with mentions or reviews of omega.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-07.
-
Anyone found any working replication repo for MuZero?
I have an implementation of Stochastic MuZero in JAX. It's been tested solely in MiniHack environments, but can be made to work in other environments by changing the representation function.
EfficientZero
Posts with mentions or reviews of EfficientZero.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-07.
What are some alternatives?
When comparing omega and EfficientZero you can also consider the following projects:
mctx - Monte Carlo tree search in JAX
nethack-web - NetHack for the web
minihack - MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research
EfficientZero - Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.