Zeta36/FractalExplorationImitationLearning

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Created over 4 years ago
Updated over 4 years ago

Zeta36/FractalExplorationImitationLearning

Zeta36

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Using the fragile framework as a memory explorer to train a neural network in Atari games

chess-alpha-zero

Chess reinforcement learning by AlphaGo Zero methods.

Jupyter Notebook

tensorflow-tex-wavenet

This is a TensorFlow implementation of the WaveNet generative neural network architecture https://deepmind.com/blog/wavenet-generative-model-raw-audio/ for text generation.

tensorflow-image-wavenet

This is a TensorFlow implementation of the WaveNet generative neural network architecture https://deepmind.com/blog/wavenet-generative-model-raw-audio/ for image generation.

connect4-alpha-zero

Connect4 reinforcement learning by AlphaGo Zero methods.

muzero

A simple implementation of MuZero algorithm for connect4 game

Jupyter Notebook

Asynchronous-Methods-for-Deep-Reinforcement-Learning

Using a paper from Google DeepMind I've developed a new version of the DQN using threads exploration instead of memory replay as explain in here: http://arxiv.org/pdf/1602.01783v1.pdf I used the one-step-Q-learning pseudocode, and now we can train the Pong game in less than 20 hours and without any GPU or network distribution.

random-memory-adaptation

Random memory adaptation model inspired by the paper: "Memory-based parameter adaptation (MbPA)"

Policy-chess

A Policy Network in Tensorflow to classify chess moves

leela-fish

UCI chess playing engine derived from Stockfish and LeelaChess Zero

pytorch-es-tic-tac-toe

Evolution Strategies in PyTorch (Tic-tac-toe)

mushroom-detector-kerasjs

I explain how to export weights from a Keras model and import those weights in Keras.js, a JavaScript framework for running pre-trained neural networks in the browser. I show you later how to include the final result into a Phonegap Cordova mobile application.

Using-Google-Neural-Machine-Translation-for-chess-movements-inference-TensorFlow-

Using (Google) Neural Machine Translation for chess movements inference (TensorFlow)

schopenhauer_GPT_2

Fine-tuning a GPT-2 pretrained model in the Schopenhauer texts

Jupyter Notebook

chatgpt-slack-bot

Slack Assistant Bot with Image Generation: this Slack Assistant Bot with Image Generation is a powerful AI-driven chatbot that helps users with various tasks within a Slack workspace. Powered by OpenAI GPT, the bot can understand and respond to user messages, as well as generate, edit, and create variations of images based on user prompts.