A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
☆4,418Jan 1, 2025Updated last year
Alternatives and similar repositories for alpha-zero-general
Users that are interested in alpha-zero-general are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)☆3,609Apr 24, 2024Updated 2 years ago
- MuZero☆2,801Sep 3, 2024Updated last year
- Chess reinforcement learning by AlphaGo Zero methods.☆2,213Mar 24, 2023Updated 3 years ago
- A replica of the AlphaZero methodology for deep reinforcement learning in Python☆2,033Nov 21, 2022Updated 3 years ago
- A fast, generalized, and modified implementation of Deepmind's distinguished AlphaZero in PyTorch.☆87Dec 11, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation☆3,412Jun 21, 2019Updated 6 years ago
- OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.☆5,174Updated this week
- The absolute most basic example of AlphaZero and Monte Carlo Tree Search I could come up with☆230Apr 3, 2023Updated 3 years ago
- Reversi reinforcement learning by AlphaGo Zero methods.☆685Dec 7, 2022Updated 3 years ago
- An open-source implementation of the AlphaGoZero algorithm☆3,535Mar 4, 2021Updated 5 years ago
- Go engine with no human-provided knowledge, modeled after the AlphaGo Zero paper.☆5,572May 2, 2024Updated last year
- Implement AlphaZero/AlphaGo Zero methods on Chinese chess.☆1,209Mar 24, 2023Updated 3 years ago
- AlphaZero implementation for Othello, Connect-Four and Tic-Tac-Toe based on "Mastering the game of Go without human knowledge" and "Maste…☆91Apr 14, 2018Updated 8 years ago
- A clean implementation based on Expert Iterations for any game, inspired by alpha-zero-general☆46Dec 27, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A student implementation of Alpha Go Zero☆285Aug 1, 2018Updated 7 years ago
- A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.☆1,320Apr 11, 2026Updated 2 weeks ago
- OpenAI Baselines: high-quality implementations of reinforcement learning algorithms☆16,698Aug 1, 2024Updated last year
- A PyTorch implementation of DeepMind's AlphaZero agent to play Go and Gomoku board games☆184Oct 26, 2024Updated last year
- Monte Carlo tree search in JAX☆2,613Sep 2, 2025Updated 7 months ago
- Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.☆930Dec 20, 2023Updated 2 years ago
- PyTorch implementation of AlphaZero Connect from scratch (with results)☆85Jan 9, 2020Updated 6 years ago
- Pytorch Implementation of MuZero☆353Jul 23, 2023Updated 2 years ago
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆21,963Jul 13, 2023Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- An algorithm that generalizes the paradigm of self-play reinforcement learning and search to imperfect-information games.☆690Mar 20, 2024Updated 2 years ago
- [NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCT…☆1,574Updated this week
- Learning from zero (mostly based off of AlphaZero) in General Game Playing.☆85Nov 21, 2022Updated 3 years ago
- Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.☆10,874Mar 24, 2026Updated last month
- A toolkit for developing and comparing reinforcement learning algorithms.☆37,175Mar 26, 2026Updated last month
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆13,145Apr 19, 2026Updated last week
- PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinfor…☆3,896May 29, 2022Updated 3 years ago
- Reinforcement Learning in PyTorch☆2,274Jan 4, 2021Updated 5 years ago
- Open source neural network chess engine with GPU acceleration and broad hardware support.☆3,058Apr 20, 2026Updated last week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.☆3,450Jun 26, 2024Updated last year
- A library of reinforcement learning components and agents☆3,969Apr 8, 2026Updated 2 weeks ago
- GTP engine and self-play learning in Go☆4,555Updated this week
- A fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆4,322Sep 4, 2022Updated 3 years ago
- Python Implementation of Reinforcement Learning: An Introduction☆14,632Aug 9, 2024Updated last year
- An educational resource to help anyone learn deep reinforcement learning.☆11,735Aug 5, 2024Updated last year
- Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillio…☆3,623May 25, 2024Updated last year