do-it-in-keras
alpha-zero-general
| do-it-in-keras | alpha-zero-general | |
|---|---|---|
| 1 | 4 | |
| 3 | 3,674 | |
| - | - | |
| 0.0 | 3.1 | |
| over 2 years ago | 2 months ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | MIT License |
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do-it-in-keras
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Do it in Keras! - Hacktoberfest
To contribute to Do it in Keras, you only need to make a pull request on the official Do it in Keras repository. Anything related to Deep Learning with Keras helps, and you can also upload your own implementation of a Deep Learning task.
alpha-zero-general
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Competitive reinforcement learning for turn-based games
This is a good intro to alphazero and montecarlo treesearch , Followed by This repo.
- Looking for deeper understanding of AlphaZero algorithm
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Any interest in a strong Santorini (no powers) AI?
I'm not planning on sharing code at the moment as I'm still working on improving it. The main part of the code is simply from https://github.com/suragnair/alpha-zero-general plus my implementation of game logic (about 100 lines). So for you to use the AI you really need the weights for the neural network. I plan on releasing a better version than the current version in say two months or so.
What are some alternatives?
ktrain - ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
muzero-general - MuZero
Face-Mask-Detection - Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
minigo - An open-source implementation of the AlphaGoZero algorithm
labml - 🔎 Monitor deep learning model training and hardware usage from your mobile phone 📱
tensorflow-onnx - Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX
machine_learning_complete - A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
a3c_trading - Trading with recurrent actor-critic reinforcement learning
Practical_RL - A course in reinforcement learning in the wild
reversatile - Reversatile: Reversi for Android
Popular-RL-Algorithms - PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..