Minesweeper ~
source

Minesweeper ~

(4 988)
Price
Free
Category
Games Puzzle Casual
Last update
Mar 25, 2023
Publisher
View in store
Loading...

Ratings & Reviews performance

Ratings & Reviews performance provides an overview of what users think of your app. Here are the key metrics to help you identify how your app is rated by users and how successful is your review management strategy.

Number of reviews,
total
4,988
Avg rating,
total
⭐4.0
Loading...

Description

1313 chars

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

Screenshots

https://is3-ssl.mzstatic.com/image/thumb/PurpleSource122/v4/f7/cd/1c/f7cd1c02-0946-f5a8-d6ed-39af3a079f10/94ba5cab-acdd-4a70-bd92-91b99dacdf8c_ph1.png/1242x2208.pnghttps://is3-ssl.mzstatic.com/image/thumb/PurpleSource122/v4/d1/55/b5/d155b553-713d-73e6-7256-6538425f33bb/e3d2de83-e28c-4363-aa83-9f9f70ad4af4_ph2.png/1242x2208.pnghttps://is3-ssl.mzstatic.com/image/thumb/PurpleSource122/v4/0a/63/dc/0a63dc8a-fc49-8152-e75e-bceeeb215386/22543a2c-fb04-4f35-9b21-24a912c09514_ph3.png/1242x2208.pnghttps://is3-ssl.mzstatic.com/image/thumb/PurpleSource122/v4/92/c8/bf/92c8bf1d-11eb-21b2-c6b8-02f378d30be6/69867614-8dee-44a2-8d6b-52f8b35cb328_ph11.png/1242x2208.pnghttps://is4-ssl.mzstatic.com/image/thumb/PurpleSource112/v4/c8/a2/de/c8a2debf-6f91-c098-e5ed-3fd606ade786/9a074391-d5b1-4827-93b5-c1cab47682bd_ph33.png/1242x2208.pnghttps://is2-ssl.mzstatic.com/image/thumb/PurpleSource112/v4/bb/95/87/bb9587af-feae-a9ff-54f8-c2c90bd5de52/1dca83c4-87ef-410b-9d0e-50251bd6e4e9_ph22.png/1242x2208.png
Loading...
Loading...

Find growth insights on our blog

React to user feedback and market trends faster