alpha-zero-general
Siren-fastai2
| alpha-zero-general | Siren-fastai2 | |
|---|---|---|
| 4 | 1 | |
| 3,687 | 49 | |
| - | - | |
| 4.7 | 0.0 | |
| 6 days ago | almost 4 years ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | MIT License |
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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.
Siren-fastai2
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Reservoir Computing - Understanding Sin function
Here's an implementation of SIREN.
What are some alternatives?
muzero-general - MuZero
nn - 🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
minigo - An open-source implementation of the AlphaGoZero algorithm
fastai - The fastai deep learning library
tensorflow-onnx - Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX
NYU-DLSP20 - NYU Deep Learning Spring 2020
a3c_trading - Trading with recurrent actor-critic reinforcement learning
TTS - :robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts)
Practical_RL - A course in reinforcement learning in the wild
TTS - 🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
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..