# deepmind/mctx

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2,638 stars · 208 forks · Python · Apache-2.0

## Links

- GitHub: https://github.com/deepmind/mctx
- awesome-repositories: https://awesome-repositories.com/repository/deepmind-mctx.md

## Description

Mctx is a library with a JAX-native implementation of Monte Carlo tree search (MCTS) algorithms such as AlphaZero, MuZero, and Gumbel MuZero. For computation speed up, the implementation fully supports JIT-compilation. Search algorithms in Mctx are defined for and operate on batches of inputs,…

## Tags

### Part of an Awesome List

- [Reinforcement Learning](https://awesome-repositories.com/f/awesome-lists/ai/reinforcement-learning.md) — Monte Carlo tree search algorithms implemented in native JAX.