Knowledge-based backtracking algorithm to win the game of connect 4. This work is based on the master thesis "A Knowledge-based Approach of Connect-Four" from Victor Allis back in 1988.
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Dec 2, 2022 - Python
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connect4-ai-game
Here are 25 public repositories matching this topic...
An asynchronous implementation of AlphaZero, a self-play reinforcement learning algorithm.
reinforcement-learning ai deep-learning mcts alphago actor-critic tf alphago-zero alphazero self-play connect4-ai-game
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Feb 10, 2021 - Python
Deep Reinforcement Learning algorithms to play Connect4 using a combination of Supervised Learning and Reinforcement Learning
python reinforcement-learning pygame pytorch reinforcement-learning-algorithms alphago pytorch-rl reinforcement-learning-agent connect4-game pygame-games deepqlearning dqn-pytorch pygame-game connect4-ai-game zero-sum-games ppo-pytorch two-player-game zero-sum-game
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Jun 23, 2023 - Python
🤖 Pretty perfect bot remembering only perfect moves for overcoming the perfect AI written by a perfect guy
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Nov 11, 2020 - Python
Play Connect4 against an intelligent AI agent using Minimax Algorithm with and without Pruning
artificial-intelligence pruning adversarial-search alpha-beta-pruning minimax-algorithm connect4-ai-game
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Dec 5, 2023 - Python
A strategic Connect4 game powered by multiple AI opponents, built with Python. Features various algorithms – from Minimax to AI-Agents – offering challenging gameplay for beginners and experts alike.
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Mar 4, 2025 - Python
connect4 game and ai player with text based user interface
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Jan 27, 2021 - Python
Intelligent Agent to play Connect-4 with a modifiable depth aided with a decision tree visualizer to trace the agent's decision making process
connect-four adversarial-search alpha-beta-pruning adversarial minimax-algorithm alphabeta-minimax-search connect4 connect4-game connect4-ai-game connect4-pygame
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Nov 22, 2022 - Python
Little program for MCTS and alpha-beta-pruning that can play connect4 against each other.
mcts alpha-beta-pruning monte-carlo-tree-search connect4 mcts-algorithm mcts-connectfour connect4-ai-game
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Jul 25, 2020 - Python
Connect 4 is a classic two-player strategy game where players take turns dropping colored discs into a grid, aiming to align four of their discs in a row—horizontally, vertically, or diagonally—before their opponent. In the AI-enhanced version, one player competes against a computer opponent programmed to make intelligent, strategic moves.
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May 15, 2025 - Python
A GUI based connect 4 game that uses voice as input
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Oct 3, 2022 - Python
Predicting Win/Loss/Draw on the Connect Four dataset with Tsetlin Machines
python classification convolutional k-fold connect4 tsetlin-machine connect4-ai-game k-fold-cross-validation weighted-clauses
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Dec 20, 2019 - Python
Project using minmax and alpha beta pruning to make ai for tictactoe and connect4 with gui using pygame
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Jan 7, 2022 - Python
Implemented the Minimax algorithm with Alpha-Beta pruning for an AI player in Connect4
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May 1, 2024 - Python
Artificial intelligence solving Tic Tac Toe and Connect 4 games using minimax algorithm optimised by alpha-beta prunning
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Oct 27, 2021 - Python
Implementation of connect 4 game in python using alpha beta pruning
game bot algorithm artificial-intelligence python2 alpha-beta-pruning minimax-algorithm connect4 connect4-game connect4-ai-game minimax-alpha-beta-pruning
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Dec 16, 2020 - Python
The goal of this project is to implement a Connect 4 game using the Minimax algorithm with alpha-beta pruning. We design an appropriate Connect 4 board evaluation function to be used as the algorithm’s utility function. Our game should allow a human player to play against our algorithm. The algorithm should use a depth-first strategy when explor…
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May 13, 2019 - Python
This is a simple Connect Four game implemented in Python with ability to play against computer
python board-game game-development dynamic-programming alpha-beta-pruning minimax-algorithm connect4 text-based-game ai-algorithms connect4-ai-game
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Jan 6, 2025 - Python
Connect 4 game against AI in Python
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Aug 31, 2019 - Python
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