muzero-general VS Lemmy

I went looking for MuZero implementations in order to see how, exactly, they interact with the game space. Based on this one, which had the most stars in the muzero topic, it appears that it needs to be able to discern legal next steps from the current game state https://github.com/werner-duvaud/muzero-general/blob/master/...

So, I guess for the cards Forge has implemented one could MuZero it, but I believe it's a bit chicken and egg with a "free text" game like M:TG -- in order to train one would need to know legal steps for any random game state, but in order to have legal steps one would need to be able to read and interpret English rules and card text

You may want to use the trick described in https://arxiv.org/pdf/1805.11593.pdf as a Transformed Bellman Operator. Its efficiency is proved in MuZero original paper https://arxiv.org/pdf/1911.08265.pdf Appendix F. The implementation of that method you can find here: https://github.com/werner-duvaud/muzero-general Usage: muzero/models.py:649 (def support_to_scalar)

I have used this implementation from MuZero: https://github.com/werner-duvaud/muzero-general

+1 to taking a look at OpenSpiel. It has AlphaZero in C++ and Python, and there is even a PR open that allows running UCI (e.g. Stockfish) bot. You can also load chess via the OpenSpiel wrapper in muzero-general: https://github.com/werner-duvaud/muzero-general

When I looked up some community implementations, like that of Werner Duvaud on GitHub and Discord, hoping to make my own contributions to this effect, I soon found that I was hopelessly out of my depth as an amateur programmer, even with the help of some other sources like this walkthrough series. However, from what I could tell, most of the people working on this sort of thing seemed to be tackling relatively simple games. At first I thought this might be largely due to limitations in hobby time or computing power available to these users, but then I also noticed that, unless I have misunderstood something, it seems like the games are required to be rebuilt entirely in the engine of (this implementation of) MuZero, which would also obviously be a limit on the complexity of games chosen.

Windows support (Experimental / Workaround: Use the notebook in Google Colab)

There are several if you google "muzero github", e.g. https://github.com/werner-duvaud/muzero-general

Lemmy is like Reddit and here because it has threaded comment discussions.

It's also federated, so you can pick a server you like and have discussions with users from various servers together.

https://join-lemmy.org/

Some Reddit apps switched to supporting Lemmy instead when they were kicked off the API.

Seems functionally similar to Lemmy: https://github.com/LemmyNet/lemmy

There was some talk back in June of migrating or setting up a parallel community on Lemmy. Did anything ever come of that? If not, would anyone be interested in helping set one up?

Because they are all different deployments of Lemmy [0]?

[0] https://join-lemmy.org

Local servers (dietpi, Freedombox, YUNoHost or similar solutions) which can be used to host different solarpunk content and setup instances on the fediverse (like peertube, mastodon, Lemmy etc.)

The entire page is based on Lemmy (https://join-lemmy.org/).

I disabled a ton of features and interface parts, as IMO the original lemmy interface is super noisy.

Runs on bare-metal with docker-compose. For the facelift, just good old CSS :)

Jerboa for Lemmy (version 0.0.46): An app for Lemmy, a federated reddit alternative.