Minesweeper ~ vs Minesweeper Pro Gean

Classic minesweeper game, redefined by AI. Our minesweeper game is one of its own kind in the market. We leverage AI technology to achieve various improvement on top of the classic minesweeper game. - Exercise your brain and logic reasoning skills - 4 difficulty options - Fun experiences to unlock and daily rewards to claim. - Classic minesweeper redefined by AI * Redefined by AI * 1. Model the minesweeper game as a Constraint Satisfaction Problem (CSP) [a] 2. Precompute the heuristic score for each valid move using multiple state-of-the-art algorithms [b], to yield a stack rank of 10 (or less) best moves. 3. Based on the heuristic difference between the optimal move and the actual move by the user, we use our pre-defined probability (non-uniform distribution) to control the mine position (by ad-hoc switching cells on the board). 4. At the end of the game, further tune the mine-switching probability using win/lose ratio as an input [c], to ensure a custom tailored gaming experience that’s challenging but not frustrating. References: [a] https://inst.eecs.berkeley.edu/~cs188/fa18/assets/slides/lec4/FA18_cs188_lecture4_CSPs_6pp.pdf [b] https://dash.harvard.edu/bitstream/handle/1/14398552/BECERRA-SENIORTHESIS-2015.pdf?sequence=1 [c] https://en.wikipedia.org/wiki/Reinforcement_learning

Minesweeper is a single-player puzzle game that has its roots in the early days of computing. The origins of the game are not exactly clear, but it is believed to have been created as a training tool for personnel in the military. The goal of the game is to clear a field filled with hidden "mines" without detonating them. The player is given hints about the presence of mines based on the numbers displayed on the squares. The game became popular among computer users in the early 1990s and was included as a standard component in many operating systems, including Microsoft Windows. Over the years, Minesweeper has undergone several modifications and upgrades. The game has been made more challenging and visually appealing, with new versions featuring different levels of difficulty and improved graphics. Today it is enjoyed by millions of players worldwide and remains a classic computer game that continues to evolve and adapt to new technologies.