foersterrobert/AlphaZeroFromScratch

A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.

Congratulation to DeepMind! This is a reengineering implementation (on behalf of many other git repo in /support/) of DeepMind's Oct19th publication: [Mastering the Game of Go without Human Knowledge]. The supervised learning approach is more practical for individuals. (This repository has single purpose of education only)

This repository contains implementations and illustrative code to accompany DeepMind publications

Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.

For code etc relating to the network training process.

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

Monte Carlo tree search in JAX

First-principle implementations of groundbreaking AI algorithms using a wide range of deep learning frameworks, accompanied by supporting research papers and demos.

R.L. methods and techniques.