chess
chappie.ai
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| chess | chappie.ai | |
|---|---|---|
| 2 | 4 | |
| 19 | 20 | |
| - | - | |
| 0.0 | 1.3 | |
| about 2 years ago | 6 months ago | |
| Python | Jupyter Notebook | |
| MIT License | MIT License |
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chess
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Multi-task learning: How's that done?
I use the first approach in a chess bot of mine, here's a link to the article: https://towardsdatascience.com/building-a-chess-engine-part2-db4784e843d5. The code for this can be found here: https://github.com/bellerb/chess/blob/main/ai_ben/train.py.
- Building a Chess AI
chappie.ai
- Playing Chess By Combining MuZero and Perceiver IO
- [D] A chess game
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Multi-task learning: How's that done?
I use the second approach in a MuZero like bot if you are interested in an example with code https://medium.com/mlearning-ai/playing-chess-with-a-generalized-ai-b83d64ac71fe. The code can be found here: https://github.com/bellerb/chappie.ai/blob/main/ai/bot.py.
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Teaching A Generalized AI Chess
full code link: https://github.com/bellerb/chappie.ai
What are some alternatives?
Super-mario-bros-PPO-pytorch - Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
python-chess-annotator - Reads chess games in PGN format and adds annotations using an engine
quickai - QuickAI is a Python library that makes it extremely easy to experiment with state-of-the-art Machine Learning models.
sapai - Super auto pets engine built with reinforment learning training in mind
OpenPrompt - An Open-Source Framework for Prompt-Learning.
q-learning-algorithms - This repository will aim to provide implementations of q-learning algorithms (DQN, Double-DQN, ...) using Pytorch.
muzero-general - MuZero
NLP-With-PyTorch - My NLP experiments using PyTorch to solve some common NLP problems with advanced and state of the art deep learning techniques.
neural_network_chess - Free Book about Deep-Learning approaches for Chess (like AlphaZero, Leela Chess Zero and Stockfish NNUE)
neptune-contrib - This library is a location of the LegacyLogger for PyTorch Lightning.