1/28/2024 0 Comments Minesweeper solverIn my mind, that is still pretty impressive. While that is not entirely true in this case, I did create a computer that was better than myself at a specific task. I find it fascinating that a computer program can be more intelligent than the programmer that created it. I've also done work with Nim, Farkle, and BlackJack. This isn't the first time that I've devised a program that can play a game better than myself, but it's the first single player game that I've solved. I wanted to learn it so I can write more automated programs that can interact natively with applications on my computer. I used it to gain information about the minesweeper board. JNA is a java API that is useful for interacting with the Windows OS. To create a computer program that can play minesweeper better than myself.I had two main motivations for coding this bot: For those that are interested, I am posting a video demonstration, as well as the implementation details at the bottom of this post. It was a great exercise and the complexity of the algorithm was not unlike the Project Euler problems that I solve. Communication Protocol – socket.A few weeks ago I wrote a minesweeper bot.Often the player can choose the dimensions of the grid as well as how many mines are hidden in the grid the default grid sizes and mine counts presented in Microsoft. Therefore, understanding the complexity of Minesweeper and designing algorithms to solve it may prove useful to other related problems. In fact, Minesweeper is in a class of mathematically di cult problems known as co-NP-complete. Client Side – HTML, CSS, JavaScript, Bootstrap The Minesweeper grid is usually a rectangular arrangement of squares, though variants exists where the grid consists of non-rectangular shapes like triangles or hexagons. Minesweeper is another example of a game with a simple set of rules yet challenging implications.The technology stack used during the application development was as follows. Setup assistant (288 kB) (recommended for most users) ZIP-Archiv (81 kB) (Installation notes in 'readme.txt'. It doesnt read out the memory of the MineSweeper application. Node.js and Express.js are JavaScript runtime libraries use to provide scalability in multi-user mode. The MineSweeper solver plays Microsoft® MineSweeper by analyzing the screen and be emulation mouse clicks. The game is majorly programmed in HTML/CSS, JavaScript. Moreover, this feature can be triggered until a definite result is obtained to provide the "Autosolve" feature for the user. The game provides AI hint feature to provide the hint to the user. Every action generated on the client side is handled at the server. This ensures likelihood of placing a flag or revealing the squares based on number of squares unrevealed, number of mines and number of flags marked in the neighborhood of the neighbor of the cell under consideration. For auto-solving the minesweeper CSP or Rule-based approach is used. The AI and leaderboard logic resides on the server too. socket.io facilitates real-time communication between multiple clients and server in multiplayer gameplay. An advanced API on top of web-socket protocol viz. ![]() ![]() The bi-directional messaging between the client and server occurs through web-socket protocol. The User Interface of the Game Application is on the client side while the Game, Game Board Configuration and Player Connection Dependent logic resides on the server side of the application. Also a version of Minesweeper with no guessing needed game python algorithm puzzle minesweeper pygame boolean-satisfiability minesweeper-solver. The Application can be hosted over the internet by deploying over Cloud Application Platform like Heroku. Minesweeper solver implemented using pysat and visualized using pygame. “CHAT ROOM” as a discussion platform for players to have Fun and Enjoy!.“AUTO SOLVE” Feature to solve the Minesweeper completely from scratch.“VS BOT” Feature facilitates user to Play Against Computer Bot.“HINT” Feature enabled for Single Player Mode to ask for hint when stuck in the game.MULTIPLAYER Minesweeper Real-time Gameplay with multiple Game Lobbies.LEADERBOARD displaying TOP 50 players’ scores _ _.Flag counter, Timer, Scoreboard and skinnable Board Interface for multiple players.DIFFICULTY LEVELS – Beginner(8x8), Intermediate(16x16), Expert(24x24) and Customize your own board. ![]()
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