Connect4 reinforcement learning by AlphaGo Zero methods.
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Apr 5, 2021 - Python
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connect4
Here are 284 public repositories matching this topic...
AlphaZero implementation for Othello, Connect-Four and Tic-Tac-Toe based on "Mastering the game of Go without human knowledge" and "Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm" by DeepMind.
game machine-learning reinforcement-learning deep-learning tensorflow tic-tac-toe connect-four reversi mcts othello tictactoe resnet deepmind connect4 alphago-zero alpha-zero alphazero self-play
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Apr 14, 2018 - Python
board games for your terminal!
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Jul 15, 2022 - Python
Master Thesis project that provides a training framework for two player games. TicTacToe and Othello have already been implemented.
reinforcement-learning pytorch othello tictactoe deeplearning connect4 reinforcement-agents reinforcement-learning-playground
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Dec 21, 2023 - Python
Visualisation of MCTS in Unity with C# for different games, being created for my third year university project at the University of York
visualization game ai university csharp unity tic-tac-toe visualisation mcts othello dissertation connect4 mcts-visualisation
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Jun 12, 2018 - C#
Four-In-A-Row in Flutter
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May 3, 2020 - Dart
HybridAlpha - a mix between AlphaGo Zero and AlphaZero for multiple games
python machine-learning deep-learning tensorflow keras deep-reinforcement-learning pytorch extensible mcts neural-networks othello tictactoe resnet flexibility alpha-beta-pruning greedy-algorithms gobang connect4 alphago-zero alpha-zero
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May 23, 2020 - Python
A browser-based Connect 4 game made with Phaser 3! https://iammanish17.github.io/Connect4/
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Jun 10, 2020 - JavaScript
Connect 4 Game implemented using minimax alpha beta pruning algorithm
python windows linux ai algorithms savegame python-3 console-application alpha-beta-pruning minimax-algorithm connect4 difficulty-level loadgame
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May 15, 2019 - Python
AI for the Connect 4 game
machine-learning ai artificial-intelligence mcts minimax monte-carlo-tree-search connect4 artificial-intelligence-algorithms cutoff mcts-implementations mcts-algorithm
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May 26, 2019 - Python
A multi-agent implementation of the game Connect-4 using MCTS, Minimax and Exptimax algorithms.
game board-game bots random pygame artificial-intelligence minimax alpha-beta-pruning monte-carlo-tree-search expectimax connect4 depth-limit-search
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Apr 12, 2020 - Python
Connect 4 AI using Monte Carlo Tree Search algorithm.
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Feb 10, 2024 - Python
Connect 4 game with online multiplayer
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Aug 26, 2023 - Rust
University project in the course ICT Seminar 3. Using Tsetlin Machine for Pattern Recognition in the game Connect Four.
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Jan 15, 2020 - Python
Basic AI engine written in C# that implements the alpha–beta pruning algorithm to create two-player, zero-sum games like Tic Tac Toe, Connect 4, or Chess.
game chess-engine chess xamarin uwp tic-tac-toe artificial-intelligence connect-four xamarin-forms minimax alpha-beta-pruning minimax-algorithm connect4
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Dec 9, 2020 - C#
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.
game python gui ai multiplayer numpy video-game game-development python3 artificial-intelligence connect-four token connect4
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Jul 24, 2021 - Python
AI for the game "Connect Four". Available on PyPI.
monte-carlo artificial-intelligence connect-four puissance-4 tree-search ucb uct ai-bots monte-carlo-tree-search ai-players game-ai upper-confidence-bounds ai-opponents connect4 artificial-intelligence-algorithms puissance4 ai-agents connect-4 game-artificial-intelligence connect4-game
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Nov 14, 2024 - Python
Connect-4 AI inspired by the AlphaZero paper that uses Monte-Carlo Tree Search, and a neural policy and value estimator neural network trained with samples generated from self play between previous iterations of the model.
agent reinforcement-learning ai deep-learning mcts monte-carlo-tree-search alphago connect4 human-player alphazero estimator-network
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Jul 25, 2022 - Python
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