Top 7 Python muzero Projects

muzero-general

14 2,379 0.0 Python

MuZero

Project mention: Open source rules engine for Magic: The Gathering | news.ycombinator.com | 2023-12-14

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

LightZero

3 869 8.8 Python

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios

Project mention: LightZero: Sailing with MCTS, turns the vision of decision intelligence into reality | /r/reinforcementlearning | 2023-06-06

InfluxDB

www.influxdata.com sponsored

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pgx

1 315 9.3 Python

🎲 Vectorized RL game environments in JAX (by sotetsuk)

Project mention: Best way to learn how to write blazing fast code ? | /r/rust | 2023-12-06

There are some mindboggling game implementations in JAX here (has a chess implementation) and here so it might just be possible...

Stochastic-muzero

1 44 4.5 Python

Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations.
omega

1 36 0.0 Python

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)
Muzero-unplugged

3 20 10.0 Python

Pytorch Implementation of MuZero Unplugged for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations.

Project mention: Show HN: Ghidra Plays Mario | news.ycombinator.com | 2023-09-09

https://github.com/DHDev0/Muzero-unplugged
Gym is now gymnasium and it has support for additional Environments like Mujoco:

Muzero

1 16 10.0 Python

Pytorch Implementation of MuZero for gym environment. It support any Discrete , Box and Box2D configuration for the action space and observation space. (by DHDev0)
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).