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description=An implementation of Minimax, Alpha-Beta and Monte-Carlo Tree Search to play Connect 4 - Xeon0X/Connect4AI;

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github xeon0x connect4ai an implementation of minimax alpha beta and monte carlo tree search to play connect 4 github skip to content navigation menu toggle navigation sign in appearance settings platform ai code creation github copilot write better code with ai github copilot app direct agents from issue to merge mcp registry new integrate external tools developer workflows actions automate any workflow codespaces instant dev environments issues plan and track work code review manage code changes code quality enforce quality at merge application security github advanced security find and fix vulnerabilities code security secure your code as you build secret protection stop leaks before they start explore why github documentation blog changelog marketplace view all features solutions by company size enterprises small and medium teams startups nonprofits by use case app modernization devsecops devops ci cd view all use cases by industry healthcare financial services manufacturing government view all industries view all solutions resources explore by topic ai software development devops security view all topics explore by type customer stories events webinars ebooks reports business insights github skills support services documentation customer support community forum trust center partners view all resources open source community github sponsors fund open source developers programs security lab maintainer community accelerator github stars archive program repositories topics trending collections enterprise enterprise solutions enterprise platform ai powered developer platform available add ons github advanced security enterprise grade security features copilot for business enterprise grade ai features premium support enterprise grade 24 7 support pricing search or jump to search code repositories users issues pull requests search clear search syntax tips provide feedback we read every piece of feedback and take your input very seriously include my email address so i can be contacted cancel submit feedback saved searches use saved searches to filter your results more quickly name query to see all available qualifiers see our documentation cancel create saved search sign in sign up appearance settings resetting focus you signed in with another tab or window reload to refresh your session you signed out in another tab or window reload to refresh your session you switched accounts on another tab or window reload to refresh your session dismiss alert message xeon0x connect4ai public notifications you must be signed in to change notification settings fork 0 star 2 code issues 0 pull requests 0 actions projects security and quality 0 insights additional navigation options code issues pull requests actions projects security and quality insights xeon0x connect4ai main branches tags go to file code open more actions menu folders and files name name last commit message last commit date latest commit history 101 commits 101 commits docs docs html html src src tests tests gitignore gitignore documentation txt documentation txt license license readme md readme md requirements txt requirements txt view all files repository files navigation readme gpl 3 0 license more items connect4ai an implementation of minimax alpha beta and monte carlo tree search to play connect 4 requirement you can install all the libraries needed using pip pip install r requirements txt usage to play the game run the src graphics py file you can choose to play against another human or against one of the ai python m src graphics project structure here is the layout of this project connect4ai src ais alphabeta py mcts py q_learning py minmax py statistics backup py scoring_selection py statistics py statistics_alphabeta py score py game py player py graphics py tests test_score_calculation py q learning to train the q learning ia with 1 000 000 games run the src ais q_learning py file python m src ais q_learning testing to run the tests for connect4ai navigate to the project directory and run the following commands python m tests test_score_calculation license this project is licensed under the terms of the gpl 3 0 license about an implementation of minimax alpha beta and monte carlo tree search to play connect 4 topics python games ai alpha beta pruning monte carlo tree search minimax algorithm connect 4 resources readme license gpl 3 0 license uh oh there was an error while loading please reload this page activity stars 2 stars watchers 1 watching forks 0 forks report repository releases no releases published packages 0 uh oh there was an error while loading please reload this page uh oh there was an error while loading please reload this page contributors uh oh there was an error while loading please reload this page languages html 94 0 python 5 9 javascript 0 1 footer 2026 github inc footer navigation terms privacy security status community docs contact manage cookies do not share my personal information you can t perform that action at this time