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AlphaZero: The Ultimate Chess Engine You Can't Have


How to Download AlphaZero Chess Engine




AlphaZero is a computer program developed by Google's DeepMind that achieved a superhuman level of play in chess, shogi, and go. It learned the games from scratch by playing against itself, using a deep neural network and reinforcement learning. It defeated the world's strongest chess engine, Stockfish, in a 100-game match in 2017, showing a remarkable understanding of chess concepts and strategies.




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Unfortunately, AlphaZero is not available to the public, as it runs on custom hardware and is not released by DeepMind. However, there are some alternatives that you can download and use on your PC, which are based on the same techniques as AlphaZero. In this article, we will show you how to download and use two of them: Leela Chess Zero and AllieStein.


Option 1: Use Leela Chess Zero




Leela Chess Zero (LC0) is an open-source project that aims to replicate the approach of AlphaZero for chess. It uses a neural network that is trained by self-play and a Monte Carlo tree search algorithm that guides the search. It can play at a very high level, comparable to Stockfish, and has a unique and creative style.


How to install Leela Chess Zero on your PC




To install Leela Chess Zero on your PC, you need to follow these steps:


  • Download the latest release of LC0 from . You will get a zip file containing the executable file (lc0.exe) and some other files.



  • Extract the zip file to a folder of your choice.



  • Download a neural network file from . You will get a gz file containing the weights file (xxxxx.pb.gz).



  • Extract the weights file to the same folder where you extracted LC0.



  • Rename the weights file to network.pb.gz.



Congratulations, you have installed Leela Chess Zero on your PC!


How to use Leela Chess Zero as a UCI engine in chess software




To use Leela Chess Zero as a UCI (universal chess interface) engine in your chess software, such as Fritz or ChessBase, you need to follow these steps:


  • Open your chess software and go to the engine management menu.



  • Add a new UCI engine and browse to the folder where you installed LC0.



  • Select lc0.exe as the engine file and click OK.



  • Adjust the engine settings according to your preference. For example, you can change the number of threads, the amount of memory, or the backend (CUDA or OpenCL) if you have a GPU.



  • Select LC0 as your active engine and start analyzing or playing.



Enjoy using Leela Chess Zero as your chess companion!


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Option 2: Use AllieStein




AllieStein is another neural network chess engine that is based on AlphaZero techniques. It is developed by Adam Treat and Mark Jordan, and it incorporates some human knowledge and innovations not present in the original AlphaZero paper. It is also very strong and has won several tournaments against other engines.


How to download AllieStein from its website




To download AllieStein from its website, you need to follow these steps:


  • Go to Go to and scroll down to the download section.



  • Select the version of AllieStein that matches your operating system and CPU or GPU architecture. You will get a zip file containing the executable file (alliestein.exe) and some other files.



  • Extract the zip file to a folder of your choice.



  • Download a neural network file from . You will get a gz file containing the weights file (xxxxx.pb.gz).



  • Extract the weights file to the same folder where you extracted AllieStein.



  • Rename the weights file to network.pb.gz.



Congratulations, you have downloaded AllieStein from its website!


How to use AllieStein as a UCI engine in chess software




To use AllieStein as a UCI engine in your chess software, you need to follow the same steps as for Leela Chess Zero, except that you select alliestein.exe as the engine file instead of lc0.exe. You can also adjust the engine settings according to your preference, such as the number of threads, the amount of memory, or the backend (CUDA or OpenCL) if you have a GPU.


Enjoy using AllieStein as your chess companion!


Conclusion




In this article, we have shown you how to download and use two alternatives to AlphaZero chess engine: Leela Chess Zero and AllieStein. Both of them are based on the same techniques as AlphaZero, such as neural networks and reinforcement learning, and can play at a very high level, comparable to Stockfish. They also have unique and creative styles that can help you improve your chess understanding and skills.


If you are interested in trying out these engines, you can follow the steps we have provided and install them on your PC. You can then use them as UCI engines in your chess software and start analyzing or playing. You will be amazed by their strength and beauty!


FAQs




Q: Is AlphaZero better than Stockfish?




A: According to the 2017 match results, AlphaZero defeated Stockfish by a score of 64-36, with 28 wins, 72 draws, and no losses. However, some factors may have influenced the outcome, such as the time control, the hardware, or the version of Stockfish used. Therefore, it is hard to say for sure which one is better.


Q: How can I play against AlphaZero online?




A: Unfortunately, you cannot play against AlphaZero online, as it is not available to the public. However, you can play against some of its alternatives, such as Leela Chess Zero or AllieStein, on some websites or apps that support them. For example, you can try .


Q: How can I train my own neural network for chess?




A: If you want to train your own neural network for chess, you need to have some programming skills and access to a lot of computing resources. You also need to follow some steps, such as collecting data, designing the network architecture, implementing the learning algorithm, and testing the performance. You can find some tutorials and guides online that can help you with this process. For example, you can check out .


Q: What are some other neural network chess engines besides Leela Chess Zero and AllieStein?




A: There are some other neural network chess engines besides Leela Chess Zero and AllieStein that you can try out. Some of them are:


  • : A commercial engine developed by ChessBase that uses a modified version of Stockfish's search and a large neural network trained on human and computer games.



  • : A free engine developed by Gian-Carlo Pascutto that uses a smaller neural network than LC0 and a different search algorithm.



  • : A free engine developed by researchers from Cornell University that uses a neural network trained on human games from different rating levels.



Q: What are some benefits of using neural network chess engines?




A: Some benefits A: Some benefits of using neural network chess engines are:


  • They can play more human-like and intuitive chess, which can be more enjoyable and instructive for the users.



  • They can discover new ideas and concepts that traditional engines may miss or undervalue, which can enrich the chess knowledge and culture.



  • They can provide more accurate and diverse evaluations and suggestions, which can help the users improve their chess skills and understanding.



I hope you found this article helpful and informative. If you have any questions or feedback, please feel free to leave a comment below. Thank you for reading!


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