TicTacToe
boardgame2
| TicTacToe | boardgame2 | |
|---|---|---|
| 3 | 1 | |
| 4 | 9 | |
| - | - | |
| 2.0 | 1.8 | |
| 9 months ago | over 1 year ago | |
| Python | Python | |
| MIT License | - |
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TicTacToe
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Neural networks fundamentals with Python – a guide to implementing your first neural network from scratch
I have a similar ML library for a generic NN made from scratch, with many parameters to customize it, I just finished it last week, I also mostly based myself in the 3b1b videos.
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I created an AI for Super Hexagon based on Distributional RL. And I dare to call it superhuman :D
Also, does this have a particular reason? I've seen this in GAE-implementations but never for DQL.
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HELP! Stuck with a reinforcement learning experiment.
I built a general purpose basic ML library that creates a Neural Network (only DENSE layers), saves and loads the weights into a file, does forward propagation and training (optimization of weights and biases) using SGD (code here). I tested the ML library with the XOR problem to make sure it worked fine (code here).
boardgame2
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This changes everything...
Had a chance to try an online reversi implementation and the pattern recognition mechanic came back. I found a couple of Gyms for it might look a the data from the games. How competitive are these with the best (you) human players?
What are some alternatives?
Connect-4 - Connect 4 is a token game created with Python and module Numpy. Place 4 tokens in a row (vertically, horizontally, or diagonally) before your opponent wins. Single-player against Artificial Intelligence and multiplayer also available.
gym_reversi - openAI gym env for reversi/othello game
Tic-Tac-Toe - Tic-Tac-Toe in terminal
tic-tac-toe - This repository was created as part of a blog.
AI.NeuralNetwork - Neural Network
TicTacToe - Tic Tac Toe game created with Python and "Tkinter" library.
TensorLayer - Deep Learning and Reinforcement Learning Library for Scientists and Engineers
practice_python_projects - Book on basic to intermediate level Python projects
py-Tic-Tac-Toe - An implementation of Tic Tac Toe in the console, with AI opponents.
IntroDLPython - This repository is updated by a number of introductory projects to deep learning with Python.
neuro-symbolic-sudoku-solver - ⚙️ Solving sudoku using Deep Reinforcement learning in combination with powerful symbolic representations.