suragnair / alpha-zero-generalLinks
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
☆4,180Updated 6 months ago
Alternatives and similar repositories for alpha-zero-general
Users that are interested in alpha-zero-general are comparing it to the libraries listed below
Sorting:
- Chess reinforcement learning by AlphaGo Zero methods.☆2,177Updated 2 years ago
- A replica of the AlphaZero methodology for deep reinforcement learning in Python☆2,035Updated 2 years ago
- Reversi reinforcement learning by AlphaGo Zero methods.☆679Updated 2 years ago
- An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)☆3,499Updated last year
- MuZero☆2,666Updated 10 months ago
- ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation☆3,396Updated 6 years ago
- TensorFlow Reinforcement Learning☆3,137Updated 2 years ago
- The absolute most basic example of AlphaZero and Monte Carlo Tree Search I could come up with☆216Updated 2 years ago
- The Arcade Learning Environment (ALE) -- a platform for AI research.☆2,306Updated 2 weeks ago
- An open-source implementation of the AlphaGoZero algorithm☆3,497Updated 4 years ago
- TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.☆2,928Updated 2 weeks ago
- A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.☆1,183Updated 2 years ago
- Replicating AlphaGo's architecture in a readable manner☆1,159Updated 5 years ago
- Implement AlphaZero/AlphaGo Zero methods on Chinese chess.☆1,163Updated 2 years ago
- Modularized Implementation of Deep RL Algorithms in PyTorch☆3,317Updated last year
- OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.☆4,610Updated this week
- A fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆4,289Updated 2 years ago
- Congratulation to DeepMind! This is a reengineering implementation (on behalf of many other git repo in /support/) of DeepMind's Oct19th …☆342Updated 2 years ago
- bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent☆1,524Updated last year
- [ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning☆1,441Updated 2 years ago
- A PyTorch implementation of DeepMind's AlphaZero agent to play Go and Gomoku board games☆141Updated 8 months ago
- A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)☆3,636Updated last week
- An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku☆209Updated 4 months ago
- A student implementation of Alpha Go Zero☆280Updated 6 years ago
- A library of reinforcement learning components and agents☆3,722Updated last month
- Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillio…☆3,400Updated last year
- A toolkit for reproducible reinforcement learning research.☆1,993Updated 2 years ago
- Code for the paper "Exploration by Random Network Distillation"☆904Updated 4 years ago
- Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms☆2,349Updated 2 years ago
- Rainbow: Combining Improvements in Deep Reinforcement Learning☆1,631Updated 3 years ago